%gecco2020.awk Revision: 1.9a $ by WBL http://www.cs.ucl.ac.uk/staff/W.Langdon/ 11 Jul 2020 %gecco2020_gp.bib %gecco2020_ge.bib %gecco2020_gi.bib %gecco2020comp.bib %gecco2020comp.bib @inproceedings{Martinez-Lopez:2020:GECCOcomp, author = {Yoan Mart\'{\i}nez-L\'{o}pez and Ansel Y. Rodr\'{\i}guez-Gonz\'{a}lez and Julio Madera Quintana and Miguel Bethencourt Mayedo and Alexis Moya and Oscar Mart\'{\i}nez Santiago}, title = {Applying Some EDAs and Hybrid Variants to the ERM Problem under Uncertainty}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398393}, doi = {doi:10.1145/3377929.3398393}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1–2}, size = {2 pages}, keywords = {uncertain environments, evolutionary computation, cellular estimation distribution algorithms, smart grids, hybrid techniques}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398393} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lin:2020:GECCOcomp, author = {Weibo Lin and Fuda Ma and Zhouxing Su and Qingyun Zhang and Chumin Li and Zhipeng L\"{u}}, title = {Weighting-Based Parallel Local Search for Optimal Camera Placement and Unicost Set Covering}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398184}, doi = {doi:10.1145/3377929.3398184}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {3–4}, size = {2 pages}, keywords = {parallel local search, unicost set covering, optimal camera placement}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398184} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eftimov:2020:GECCOcomp, author = {Tome Eftimov and Ga\v{s}per Petelin and Rok Hribar and Gorjan Popovski and Urban \v{S}kvorc and Peter Koro\v{s}ec}, title = {Deep Statistics: More Robust Performance Statistics for Single-Objective Optimization Benchmarking}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398183}, doi = {doi:10.1145/3377929.3398183}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {5–6}, size = {2 pages}, keywords = {single-objective optimization, statistics, benchmarking}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398183} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eftimov:2020:GECCOcompa, author = {Tome Eftimov and Rok Hribar and Urban \v{S}kvorc and Gorjan Popovski and Ga\v{s}per Petelin and Peter Koro\v{s}ec}, title = {PerformViz: A Machine Learning Approach to Visualize and Understand the Performance of Single-Objective Optimization Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398182}, doi = {doi:10.1145/3377929.3398182}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {7–8}, size = {2 pages}, keywords = {performance assessment, visualization, single-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398182} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kadavy:2020:GECCOcomp, author = {Tomas Kadavy and Michal Pluhacek and Adam Viktorin and Roman Senkerik}, title = {SOMA-CL for Competition on Single Objective Bound Constrained Numerical Optimization Benchmark: A Competition Entry on Single Objective Bound Constrained Numerical Optimization at the Genetic and Evolutionary Computation Conference (GECCO) 2020}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398187}, doi = {doi:10.1145/3377929.3398187}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {9–10}, size = {2 pages}, keywords = {clustering, k-means, CEC 2020, SOMA}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398187} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kumar:2020:GECCOcomp, author = {Abhishek Kumar and Swagatam Das and Ivan Zelinka}, title = {A Modified Covariance Matrix Adaptation Evolution Strategy for Real-World Constrained Optimization Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398185}, doi = {doi:10.1145/3377929.3398185}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {11–12}, size = {2 pages}, keywords = {constrained optimization problem, constraint handling, covariance matrix adaptation evolution strategy, e-constrained}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398185} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kumar:2020:GECCOcompa, author = {Abhishek Kumar and Swagatam Das and Ivan Zelinka}, title = {A Self-Adaptive Spherical Search Algorithm for Real-World Constrained Optimization Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398186}, doi = {doi:10.1145/3377929.3398186}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {13–14}, size = {2 pages}, keywords = {spherical search, constrained optimization problem, gradient repair, ∈-constrained, real-world applications}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398186} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doerr:2020:GECCOcomp, author = {Benjamin Doerr and Weijie Zheng}, title = {Sharp Bounds for Genetic Drift in Estimation of Distribution Algorithms (Hot-off-the-Press Track at GECCO 2020)}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397489}, doi = {doi:10.1145/3377929.3397489}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {15–16}, size = {2 pages}, keywords = {theory, genetic drift, running time analysis, estimation of distribution algorithms (EDAs)}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397489} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doerr:2020:GECCOcompa, author = {Benjamin Doerr and Martin S. Krejca}, title = {The Univariate Marginal Distribution Algorithm Copes Well with Deception and Epistasis}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397487}, doi = {doi:10.1145/3377929.3397487}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {17–18}, size = {2 pages}, keywords = {epistasis, theory, estimation-of-distribution algorithm, univariate marginal distribution algorithm, run time analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397487} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eftimov:2020:GECCOcompb, author = {Tome Eftimov and Peter Koro\v{s}ec}, title = {Is the Statistical Significance between Stochastic Optimization Algorithms' Performances Also Significant in Practice?}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397485}, doi = {doi:10.1145/3377929.3397485}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {19–20}, size = {2 pages}, keywords = {stochastic optimization algorithms, practical significance}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397485} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Le:2020:GECCOcomp, author = {Trang T. Le and Weixuan Fu and Jason H. Moore}, title = {Large Scale Biomedical Data Analysis with Tree-Based Automated Machine Learning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397770}, doi = {doi:10.1145/3377929.3397770}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {21–22}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, autoML}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397770} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Przewozniczek:2020:GECCOcomp, author = {Michal W. Przewozniczek and Marcin M. Komarnicki}, title = {Empirical Linkage Learning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397771}, doi = {doi:10.1145/3377929.3397771}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {23–24}, size = {2 pages}, keywords = {linkage learning, parameter-less, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397771} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ruberto:2020:GECCOcomp, author = {Stefano Ruberto and Valerio Terragni and Jason H. Moore}, title = {{SGP-DT}: Towards Effective Symbolic Regression with a Semantic {GP} Approach Based on Dynamic Targets}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397486}, doi = {doi:10.1145/3377929.3397486}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {25–26}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, symbolic regression, natural selection, linear scaling, residuals, crossover, semantic GP, mutation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397486} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Skvorc:2020:GECCOcomp, author = {Urban \v{S}kvorc and Tome Eftimov and Peter Koro\v{s}ec}, title = {Using Exploratory Landscape Analysis to Visualize Single-Objective Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3397488}, doi = {doi:10.1145/3377929.3397488}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {27–28}, size = {2 pages}, keywords = {visualization, numerical optimization, exploratory landscape analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3397488} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Appriou:2020:GECCOcomp, author = {Tanguy Appriou and Koji Shimoyama}, title = {Combined Kriging Surrogate Model for Efficient Global Optimization Using the Optimal Weighting Method}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398163}, doi = {doi:10.1145/3377929.3398163}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {29–30}, size = {2 pages}, keywords = {efficient global optimization (EGO), kriging surrogate model, optimal weighting method, combined kriging}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398163} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Cho:2020:GECCOcomp, author = {Dong-Hee Cho and Seung-Hyun Moon and Yong-Hyuk Kim}, title = {A Daily Stock Index Predictor Using Feature Selection Based on a Genetic Wrapper}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398154}, doi = {doi:10.1145/3377929.3398154}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {31–32}, size = {2 pages}, keywords = {feature selection, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398154} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Cho:2020:GECCOcompa, author = {Hwi-Yeon Cho and Yong-Hyuk Kim}, title = {A Genetic Algorithm to Optimize SMOTE and GAN Ratios in Class Imbalanced Datasets}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398153}, doi = {doi:10.1145/3377929.3398153}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {33–34}, size = {2 pages}, keywords = {machine learning, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398153} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Damart:2020:GECCOcomp, author = {Tanguy Damart and Werner {Van Geit} and Henry Markram}, title = {Data Driven Building of Realistic Neuron Model Using IBEA and CMA Evolution Strategies}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398161}, doi = {doi:10.1145/3377929.3398161}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {35–36}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398161} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gomez-Aviles:2020:GECCOcomp, author = {Jes\'{u}s A. G\'{o}mez-Avil\'{e}s and \'{A}ngel G. Andrade and Anabel Mart\'{\i}nez-Vargas}, title = {A Bio-Inspired Approach for the Spectrum Allocation Problem in IoT Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398162}, doi = {doi:10.1145/3377929.3398162}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {37–38}, size = {2 pages}, keywords = {BPSO, internet of things, spectrum allocation problem, DisABC, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398162} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kim:2020:GECCOcomp, author = {Hye-Jin Kim and Yong-Hyuk Kim}, title = {A Surrogate Model Using Deep Neural Networks for Optimal Oil Skimmer Assignment}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398158}, doi = {doi:10.1145/3377929.3398158}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {39–40}, size = {2 pages}, keywords = {resource allocation, surrogate model, combinatorial optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398158} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Interciso:2020:GECCOcomp, author = {Mateus Interciso and Pl\'{\i}nio Barrio Garcia}, title = {Usage of a Genetic Algorithm for Optimizing Stock Usage}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398159}, doi = {doi:10.1145/3377929.3398159}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {41–42}, size = {2 pages}, keywords = {fitness evaluation, artificial intelligence, genetic algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398159} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kalyuzhnaya:2020:GECCOcomp, author = {Anna V. Kalyuzhnaya and Nikolay O. Nikitin and Pavel Vychuzhanin and Alexander Hvatov and Alexander Boukhanovsky}, title = {Automatic Evolutionary Learning of Composite Models with Knowledge Enrichment}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398167}, doi = {doi:10.1145/3377929.3398167}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {43–44}, size = {2 pages}, keywords = {machine learning, AutoML, evolutionary learning, domain knowledge}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398167} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kim:2020:GECCOcompa, author = {Jeongmin Kim and Kwang Ryel Ryu}, title = {An RTS-Based Algorithm for Noisy Optimization by Strategic Sample Accumulation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398166}, doi = {doi:10.1145/3377929.3398166}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {45–46}, size = {2 pages}, keywords = {restricted tournament selection, accumulative sampling, noisy optimization, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398166} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Li:2020:GECCOcomp, author = {Tengyue Li and Simon Fong and Antonio J. Tall\'{o}n-Ballesteros}, title = {Teng-Yue Algorithm: A Novel Metaheuristic Search Method for Fast Cancer Classification}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398169}, doi = {doi:10.1145/3377929.3398169}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {47–48}, size = {2 pages}, keywords = {interpretability, novel metaheuristics, medical data classification, accuracy, feature engineering, search algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398169} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lim:2020:GECCOcomp, author = {Soo Ling Lim and Yi Kuo and Peter J. Bentley}, title = {Constraint Handling in Genotype to Phenotype Mapping and Genetic Operators for Project Staffing}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398165}, doi = {doi:10.1145/3377929.3398165}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {49–50}, size = {2 pages}, keywords = {genetic algorithms, human resource allocation, constraint handling}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398165} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Simon:2020:GECCOcomp, author = {Joel Simon and Joel Lehman}, title = {Antimander: Open Source Detection of Gerrymandering Though Multi-Objective Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398156}, doi = {doi:10.1145/3377929.3398156}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {51–52}, size = {2 pages}, keywords = {novelty search, multi-objective optimization, gerrymandering}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398156} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ta:2020:GECCOcomp, author = {Anh Due Ta and Danilo Vasconcellos Vargas}, title = {Towards Improvement of SUNA in Multiplexers with Preliminary Results of Simple Logic Gate Neuron Variation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398164}, doi = {doi:10.1145/3377929.3398164}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {53–54}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398164} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tallon-Ballesteros:2020:GECCOcomp, author = {Antonio J. Tall\'{o}n-Ballesteros and Tengyue Li and Simon Fong}, title = {Quality Enhancement of Stochastic Feature Subset Selection via Genetic Algorithms. Assessment in Bioinformatics Data Sets}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398168}, doi = {doi:10.1145/3377929.3398168}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {55–56}, size = {2 pages}, keywords = {multiple class problems, data analytics, classification, feature subset selection, attribute selection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398168} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wang:2020:GECCOcomp, author = {Lei Wang and Qian Sun and Qingzheng Xu and Balin Tian and Wei Li}, title = {On the Order of Variables for Multitasking Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398160}, doi = {doi:10.1145/3377929.3398160}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {57–58}, size = {2 pages}, keywords = {reverse order, multitasking optimization, order of variables}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398160} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Xu:2020:GECCOcomp, author = {Qingzheng Xu and Balin Tian and Lei Wang and Qian Sun and Feng Zou}, title = {An Effective Variable Transfer Strategy in Multitasking Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398155}, doi = {doi:10.1145/3377929.3398155}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {59–60}, size = {2 pages}, keywords = {variable transfer, task similarity, multitasking optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398155} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yu:2020:GECCOcomp, author = {Dong-Pil Yu and Yong-Hyuk Kim}, title = {On the Co-Authorship Network in Evolutionary Computation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398157}, doi = {doi:10.1145/3377929.3398157}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {61–62}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, co-authorship network, evolutionary computation, DBLP}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398157} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Dumitru:2020:GECCOcomp, author = {Delia Dumitru and Anca Andreica and Laura Dio\c{s}an and Zolt\'{a}n B\'{a}lint}, title = {Evolutionary Curriculum Learning Approach for Transferable Cellular Automata Rule Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389911}, doi = {doi:10.1145/3377929.3389911}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {63–64}, size = {2 pages}, keywords = {particle swarm optimization, cellular automata, curriculum learning, edge detection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389911} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Prasetyo:2020:GECCOcomp, author = {Judhi Prasetyo and Giulia {De Masi} and Elio Tuci and Eliseo Ferrante}, title = {The Effect of Differential Quality and Differential Zealotry in the Best-of-n Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390053}, doi = {doi:10.1145/3377929.3390053}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {65–66}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390053} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shi:2020:GECCOcomp, author = {Jian Shi and Wei-Neng Chen}, title = {Multi-Objective Ant Colony Optimization for Task Allocation in Vehicle-Based Crowdsourcing}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389936}, doi = {doi:10.1145/3377929.3389936}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {67–68}, size = {2 pages}, keywords = {sensing coverage, Vehicle-based crowdsourcing, task reliability, ant colony optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389936} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Souza:2020:GECCOcomp, author = {Victor L. F. Souza and Adriano L. I. Oliveira and Rafael M. O. Cruz and Robert Sabourin}, title = {Improving BPSO-Based Feature Selection Applied to Offline WI Handwritten Signature Verification through Overfitting Control}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390038}, doi = {doi:10.1145/3377929.3390038}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {69–70}, size = {2 pages}, keywords = {feature selection, binary PSO, dichotomy transformation, offline signature verification, writer-independent systems}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390038} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Carvelli:2020:GECCOcomp, author = {Christian Carvelli and Djordje Grbic and Sebastian Risi}, title = {Evolving Hypernetworks for Game-Playing Agents}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389961}, doi = {doi:10.1145/3377929.3389961}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {71–72}, size = {2 pages}, keywords = {indirect encoding, hypernetworks, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389961} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DeCarlo:2020:GECCOcomp, author = {Matteo {De Carlo} and Eliseo Ferrante and A. E. Eiben}, title = {Comparing Indirect Encodings by Evolutionary Attractor Analysis in the Trait Space of Modular Robots}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390032}, doi = {doi:10.1145/3377929.3390032}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {73–74}, size = {2 pages}, keywords = {evolutionary robotics, indirect encodings, evolutionary attractors}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390032} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{El-Fiqi:2020:GECCOcomp, author = {Heba El-Fiqi and Benjamin Campbell and Saber Elsayed and Anthony Perry and Hemant Kumar Singh and Robert Hunjet and Hussein Abbass}, title = {A Preliminary Study towards an Improved Shepherding Model}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390067}, doi = {doi:10.1145/3377929.3390067}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {75–76}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390067} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Grbic:2020:GECCOcomp, author = {Djordje Grbic and Sebastian Risi}, title = {Safer Reinforcement Learning through Evolved Instincts}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389946}, doi = {doi:10.1145/3377929.3389946}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {77–78}, size = {2 pages}, keywords = {AI Safety, reinforcement learning, lifetime learning, meta-learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389946} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gupta:2020:GECCOcomp, author = {Vikas Gupta and Nathanael Aubert-Kato and Leo Cazenille}, title = {Exploring the BipedalWalker Benchmark with MAP-Elites and Curiosity-Driven A3C}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389921}, doi = {doi:10.1145/3377929.3389921}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {79–80}, size = {2 pages}, keywords = {intrinsic curiosity, quality-diversity, A3C, deep RL, MAP-Elites}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389921} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Howard:2020:GECCOcomp, author = {Gerard Howard and Thomas Lowe and Wade Geles}, title = {Diversity-Based Design Assist for Large Legged Robots}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389950}, doi = {doi:10.1145/3377929.3389950}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {81–82}, size = {2 pages}, keywords = {MAP-Elites, body-brain coevolution, design assist, evolutionary robotics, quality diversity}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389950} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kaiser:2020:GECCOcomp, author = {Tanja Katharina Kaiser and Heiko Hamann}, title = {Diversity in Swarm Robotics with Task-Independent Behavior Characterization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389949}, doi = {doi:10.1145/3377929.3389949}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {83–84}, size = {2 pages}, keywords = {behavioral diversity, swarm robotics, evolutionary robotics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389949} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Furman:2020:GECCOcomp, author = {Gregory Furman and Geoff Nitschke}, title = {Evolving an Artificial Creole}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389904}, doi = {doi:10.1145/3377929.3389904}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {85–86}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389904} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hallauer:2020:GECCOcomp, author = {Scott Hallauer and Geoff Nitschke}, title = {The Expense of Neuro-Morpho Functional Machines}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389926}, doi = {doi:10.1145/3377929.3389926}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {87–88}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389926} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Schmidgall:2020:GECCOcomp, author = {Samuel Schmidgall}, title = {Adaptive Reinforcement Learning through Evolving Self-Modifying Neural Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389901}, doi = {doi:10.1145/3377929.3389901}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {89–90}, size = {2 pages}, keywords = {reinforcement learning, meta-learning, self-modifying, adaptive}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389901} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tan:2020:GECCOcomp, author = {Jeremy Tan and Bernhard Kainz}, title = {Divergent Search for Image Classification Behaviors}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389973}, doi = {doi:10.1145/3377929.3389973}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {91–92}, size = {2 pages}, keywords = {divergent search, unsupervised, meta-learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389973} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yaman:2020:GECCOcomp, author = {Anil Yaman and Giovanni Iacca and Decebal Constantin Mocanu and George Fletcher and Mykola Pechenizkiy}, title = {Novelty Producing Synaptic Plasticity}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389976}, doi = {doi:10.1145/3377929.3389976}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {93–94}, size = {2 pages}, keywords = {synaptic plasticity, novelty, neuro-evolution, unsupervised learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389976} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zhou:2020:GECCOcomp, author = {Wen Zhou and Yiwen Liang}, title = {An Artificial Sequential Immune Responses Model for Anomaly Detection}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389995}, doi = {doi:10.1145/3377929.3389995}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {95–96}, size = {2 pages}, keywords = {danger theory, artificial immune system, sequential immune responses, negative selection model, anomaly detection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389995} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lopes:2020:GECCOcomp, author = {Daniel Lopes and Jo\~{a}o Correia and Penousal Machado}, title = {Adea - Evolving Glyphs for Aiding Creativity in Typeface Design}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389964}, doi = {doi:10.1145/3377929.3389964}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {97–98}, size = {2 pages}, keywords = {computational creativity, generative design, generative typography}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389964} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tupper:2020:GECCOcomp, author = {Adam Tupper and Kourosh Neshatian}, title = {Evolving Neural Network Agents to Play Atari Games with Compact State Representations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390072}, doi = {doi:10.1145/3377929.3390072}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {99–100}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390072} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Henaux:2020:GECCOcomp, author = {Vincent H\'{e}naux and Adrien Go\"{e}ffon and Fr\'{e}d\'{e}ric Saubion}, title = {Evolving Search Trajectories}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390025}, doi = {doi:10.1145/3377929.3390025}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {101–102}, size = {2 pages}, keywords = {local search, combinatorial fitness landscapes, evolution strategies}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390025} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lucato:2020:GECCOcomp, author = {Riccardo Lucato and Jonas Falkner and Lars Schmidt-Thieme}, title = {An Efficient Evolutionary Solution to the Joint Order Batching - Order Picking Planning Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389935}, doi = {doi:10.1145/3377929.3389935}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {103–104}, size = {2 pages}, keywords = {order batching problem, order picking planning problem}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389935} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sadeghiram:2020:GECCOcomp, author = {Soheila Sadeghiram and Hui Ma and Gang Chen}, title = {QoS-Constrained Multi-Objective Distributed Data-Intensive Web Service Composition - NSGA-II with Repair Method}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389977}, doi = {doi:10.1145/3377929.3389977}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {105–106}, size = {2 pages}, keywords = {multi-objective, web services, distributed composition, constraints}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389977} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zhang:2020:GECCOcomp, author = {Fangfang Zhang and Yi Mei and Su Nguyen and Mengjie Zhang}, title = {A Preliminary Approach to Evolutionary Multitasking for Dynamic Flexible Job Shop Scheduling via Genetic Programming}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389934}, doi = {doi:10.1145/3377929.3389934}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {107–108}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, knowledge transfer, dynamic flexible job shop scheduling, genetic programming hyper-heuristics, evolutionary multitasking}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389934} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Andersen:2020:GECCOcomp, author = {Hayden Andersen and Xiaoying Gao and Bing Xue and Mengjie Zhang}, title = {Evolving Network Structures for Text Classification Using Genetic Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390068}, doi = {doi:10.1145/3377929.3390068}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {109–110}, size = {2 pages}, keywords = {genetic algorithm, text classification, convolutional neural networks}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390068} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Arza:2020:GECCOcomp, author = {Etor Arza and Josu Ceberio and Aritz P\'{e}rez and Ekhi\~{n}e Irurozki}, title = {An Adaptive Neuroevolution-Based Hyperheuristic}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389937}, doi = {doi:10.1145/3377929.3389937}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {111–112}, size = {2 pages}, keywords = {hyperheuristic, transfer learning, neuroevolution, optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389937} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Attaoui:2020:GECCOcomp, author = {Mohammed Oualid Attaoui and Hanene Azzag and Mustapha Lebbah and Nabil Keskes}, title = {Multi-Objective Data Stream Clustering}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389930}, doi = {doi:10.1145/3377929.3389930}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {113–114}, size = {2 pages}, keywords = {multi-objective clustering, data stream, evolutionary clustering}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389930} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Barnes:2020:GECCOcomp, author = {Dustin K. Barnes and Sara R. Davis and Emily M. Hand and Sushil J. Louis}, title = {A First Step toward Incremental Evolution of Convolutional Neural Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389916}, doi = {doi:10.1145/3377929.3389916}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {115–116}, size = {2 pages}, keywords = {convolutional neural networks}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389916} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bi:2020:GECCOcomp, author = {Ying Bi and Bing Xue and Mengjie Zhang}, title = {Automatically Extracting Features for Face Classification Using Multi-Objective Genetic Programming}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389989}, doi = {doi:10.1145/3377929.3389989}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {117–118}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, feature extraction, evolutionary multi-objective, face classification}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389989} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Cardoso:2020:GECCOcomp, author = {Rui P. Cardoso and Emma Hart and Jeremy V. Pitt}, title = {Diversity-Driven Wide Learning for Training Distributed Classification Models}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390012}, doi = {doi:10.1145/3377929.3390012}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {119–120}, size = {2 pages}, keywords = {machine learning, MAP-Elites, diversity, ensemble}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390012} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gu:2020:GECCOcomp, author = {Yue Gu and Wei Li and Roderich Gro\ss{}}, title = {Turing Learning with Hybrid Discriminators: Combining the Best of Active and Passive Learning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390051}, doi = {doi:10.1145/3377929.3390051}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {121–122}, size = {2 pages}, keywords = {turing learning, robotics, generative adversarial networks, active learning, sensor calibration}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390051} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hajewski:2020:GECCOcomp, author = {Jeff Hajewski and Suely Oliveira and Xiaoyu Xing}, title = {Evolving Deep Autoencoders}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390011}, doi = {doi:10.1145/3377929.3390011}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {123–124}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390011} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hansmeier:2020:GECCOcomp, author = {Tim Hansmeier and Paul Kaufmann and Marco Platzner}, title = {Enabling XCSF to Cope with Dynamic Environments via an Adaptive Error Threshold}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389968}, doi = {doi:10.1145/3377929.3389968}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {125–126}, size = {2 pages}, keywords = {learning classifier systems, adaptive computing systems, XCSF}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389968} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Heider:2020:GECCOcomp, author = {Michael Heider and David P\"{a}tzel and J\"{o}rg H\"{a}hner}, title = {Towards a Pittsburgh-Style LCS for Learning Manufacturing Machinery Parametrizations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389963}, doi = {doi:10.1145/3377929.3389963}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {127–128}, size = {2 pages}, keywords = {manufacturing, learning classifier systems, evolutionary machine learning, configuration, rule-based learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389963} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hvatov:2020:GECCOcomp, author = {Alexander Hvatov and Mikhail Maslyaev}, title = {The Data-Driven Physical-Based Equations Discovery Using Evolutionary Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389943}, doi = {doi:10.1145/3377929.3389943}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {129–130}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, data-driven models, generic programming, PDE discovery, equation discovery, sparse regression}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389943} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kobayashi:2020:GECCOcomp, author = {Masayuki Kobayashi and Tomoharu Nagao}, title = {An Evolution-Based Approach for Efficient Differentiable Architecture Search}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390003}, doi = {doi:10.1145/3377929.3390003}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {131–132}, size = {2 pages}, keywords = {deep learning, neural architecture search, convolutional neural network, image classification}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390003} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kobayashi:2020:GECCOcompa, author = {Masayuki Kobayashi and Tomoharu Nagao}, title = {A Multi-Objective Architecture Search for Generative Adversarial Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390004}, doi = {doi:10.1145/3377929.3390004}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {133–134}, size = {2 pages}, keywords = {image generation, deep learning, multi-objective, generative adversarial networks, neural architecture search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390004} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kotyan:2020:GECCOcomp, author = {Shashank Kotyan and Danilo Vasconcellos Vargas}, title = {Towards Evolving Robust Neural Architectures to Defend from Adversarial Attacks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389962}, doi = {doi:10.1145/3377929.3389962}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {135–136}, size = {2 pages}, keywords = {evolutionary computation, adversarial machine learning, deep learning, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389962} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lung:2020:GECCOcomp, author = {Rodica Ioana Lung and Mihai-Alexandru Suciu}, title = {Equilibrium in Classification: A New Game Theoretic Approach to Supervised Learning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390001}, doi = {doi:10.1145/3377929.3390001}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {137–138}, size = {2 pages}, keywords = {binary classification, game theory, nash equilibrium, CMA-ES}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390001} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Maldonado:2020:GECCOcomp, author = {Javier Maldonado and Mar\'{\i}a-Cristina Riff}, title = {Improving an Evolutionary Wrapper for Attack Detection by Including Feature Importance Information}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390021}, doi = {doi:10.1145/3377929.3390021}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {139–140}, size = {2 pages}, keywords = {attack detection, random forest, decision tree, NSL-KDD, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390021} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Malik:2020:GECCOcomp, author = {Gurshaant Singh Malik and Lucian Petrica and Nachiket Kapre and Michaela Blott}, title = {DarwiNN: Efficient Distributed Neuroevolution under Communication Constraints}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390007}, doi = {doi:10.1145/3377929.3390007}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {141–142}, size = {2 pages}, keywords = {GPU, PyTorch, distributed computing, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390007} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Miranda:2020:GECCOcomp, author = {Thiago Zafalon Miranda and Diorge Brognara Sardinha and M\'{a}rcio Porto Basgalupp and Yaochu Jin and Ricardo Cerri}, title = {Generation of Consistent Sets of Multi-Label Classification Rules with a Multi-Objective Evolutionary Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390065}, doi = {doi:10.1145/3377929.3390065}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {143–144}, size = {2 pages}, keywords = {multi-objective optimization, multi-label classification, interpretability, evolutionary algorithm, rule induction}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390065} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nader:2020:GECCOcomp, author = {Andrew Nader and Danielle Azar}, title = {Searching for Activation Functions Using a Self-Adaptive Evolutionary Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389942}, doi = {doi:10.1145/3377929.3389942}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {145–146}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, activation functions, deep learning, neural architecture search, evolutionary computation, self-adaptive genetic algorithms, neural networks}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389942} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Orhand:2020:GECCOcomp, author = {Romain Orhand and Anne Jeannin-Girardon and Pierre Parrend and Pierre Collet}, title = {BACS: Integrating Behavioral Sequences to ACS2}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390002}, doi = {doi:10.1145/3377929.3390002}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {147–148}, size = {2 pages}, keywords = {machine learning, anticipatory learning classifier system, perceptual aliasing issue, behavioral sequences}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390002} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pei:2020:GECCOcomp, author = {Wenbin Pei and Bing Xue and Lin Shang and Mengjie Zhang}, title = {A Genetic Programming Method for Classifier Construction and Cost Learning in High-Dimensional Unbalanced Classification}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389955}, doi = {doi:10.1145/3377929.3389955}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {149–150}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, cost-sensitive learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389955} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Roziere:2020:GECCOcomp, author = {Baptiste Roziere and Nathana\"{e}l Carraz Rakotonirina and Vlad Hosu and Hanhe Lin and Andry Rasoanaivo and Olivier Teytaud and Camille Couprie}, title = {Evolutionary Super-Resolution}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389959}, doi = {doi:10.1145/3377929.3389959}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {151–152}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389959} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shahab:2020:GECCOcomp, author = {Amna Shahab and Boris Grot}, title = {Population-Based Evolutionary Distributed SGD}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389915}, doi = {doi:10.1145/3377929.3389915}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {153–154}, size = {2 pages}, keywords = {machine learning, evolutionary algorithms, neural networks}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389915} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Souquet:2020:GECCOcomp, author = {L\'{e}o Souquet and Nadiya Shvai and Arcadi Llanza and Amir Nakib}, title = {HyperFDA: A Bi-Level Optimization Approach to Neural Architecture Search and Hyperparameters' Optimization via Fractal Decomposition-Based Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390056}, doi = {doi:10.1145/3377929.3390056}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {155–156}, size = {2 pages}, keywords = {computer vision, optimization, deep learning, fractal decomposition}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390056} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wu:2020:GECCOcomp, author = {Zhaoyang Wu and Lin Lin and Guoliang Gong and Rui Xu and Mitsuo Gen and Yong Zhou}, title = {Evolutionary Neural Network Structure Search for DNN Pruning and Features Separation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389970}, doi = {doi:10.1145/3377929.3389970}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {157–158}, size = {2 pages}, keywords = {structure search, features separation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389970} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Carvalho:2020:GECCOcomp, author = {Luiz Carlos Felix Carvalho and M\'{a}rcia Aparecida Fernandes}, title = {An EDA with Swarm Intelligence for the Multi-Objective Flexible Job-Shop Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389918}, doi = {doi:10.1145/3377929.3389918}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {159–160}, size = {2 pages}, keywords = {evolutionary algorithms, estimation distribution algorithms, multi-objective optimization, flexible job-shop problem, particle swarm optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389918} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Garg:2020:GECCOcomp, author = {Kanish Garg and Anish Mukherjee and Sukrit Mittal and Dhish Kumar Saxena and Kalyanmoy Deb}, title = {A Generic and Computationally Efficient Automated Innovization Method for Power-Law Design Rules}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390022}, doi = {doi:10.1145/3377929.3390022}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {161–162}, size = {2 pages}, keywords = {continuous space, automated innovization, design principles, discrete space, multi-objective optimization, knowledge mining}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390022} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zarza:2020:GECCOcomp, author = {Luhana Aracelli Gonz\'{a}lez Zarza and Alan Math\'{\i}as Ruiz D\'{\i}az Nodari and Jos\'{e} Luis V\'{a}zquez Noguera and Diego Pedro Pinto Roa}, title = {Framework to Select an Improved Radiographic Image Using Speed-Constrained Modified Particle Swarm Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390064}, doi = {doi:10.1145/3377929.3390064}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {163–164}, size = {2 pages}, keywords = {contrast enhancement, decision making, entropy, multi-objective optimization, radiographic images, SMPSO, structural similarity}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390064} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Guo:2020:GECCOcomp, author = {Jinglei Guo and Miaomiao Shao and Shouyong Jiang and Shengxiang Yang}, title = {An Improved Multiobjective Optimization Evolutionary Algorithm Based on Decomposition with Hybrid Penalty Scheme}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389958}, doi = {doi:10.1145/3377929.3389958}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {165–166}, size = {2 pages}, keywords = {multiobjective evolutionary algorithm, adaptive penalty scheme, penalty boundary intersection, decomposition, subproblem-based penalty scheme, hybrid penalty scheme}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389958} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lopez:2020:GECCOcomp, author = {Edgar Manoatl L\'{o}pez and Carlos Ignacio Hern\'{a}ndez Castellanos}, title = {A Local Hypervolume Contribution Schema to Improve Spread of the Pareto Front and Computational Time}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389920}, doi = {doi:10.1145/3377929.3389920}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {167–168}, size = {2 pages}, keywords = {hypervolume, indicators, multi-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389920} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mishra:2020:GECCOcomp, author = {Sumit Mishra and Maxim Buzdalov and Rakesh Senwar}, title = {Time Complexity Analysis of the Dominance Degree Approach for Non-Dominated Sorting}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389900}, doi = {doi:10.1145/3377929.3389900}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {169–170}, size = {2 pages}, keywords = {non-dominated sorting, time complexity, dominance degree matrix, dominance degree}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389900} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mittal:2020:GECCOcomp, author = {Sukrit Mittal and Dhish Kumar Saxena and Kalyanmoy Deb}, title = {Learning-Based Multi-Objective Optimization through ANN-Assisted Online Innovization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389925}, doi = {doi:10.1145/3377929.3389925}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {171–172}, size = {2 pages}, keywords = {multi-objective optimization, Innovization, learning based optimization, artificial neural networks}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389925} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rodriguez:2020:GECCOcomp, author = {Miguel A. Rodriguez and Dario F. Lopez and Sergio F. Contreras and Camilo A. Cort\'{e}s and Johanna M. A. Myrzik}, title = {Performance Evaluation of the MOEA/D Algorithm for the Solution of a Microgrid Planning Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390036}, doi = {doi:10.1145/3377929.3390036}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {173–174}, size = {2 pages}, keywords = {multiobjective optimization, decomposition, evolutionary algorithm, microgrid planning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390036} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Talukder:2020:GECCOcomp, author = {A K M Khaled Ahsan Talukder and Kalyanmoy Deb}, title = {PaletteStarViz: A Visualization Method for Multi-Criteria Decision Making from High-Dimensional Pareto-Optimal Front}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389939}, doi = {doi:10.1145/3377929.3389939}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {175–176}, size = {2 pages}, keywords = {many-objective optimization, multi-criteria decision making, visualization, high-dimensional pareto-optimal front}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389939} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Uribe:2020:GECCOcomp, author = {Lourdes Uribe and Adriana Lara and Kalyanmoy Deb and Oliver Sch\"{u}tze}, title = {Using Gradient-Free Local Search within MOEAs for the Treatment of Constrained MOPs}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390028}, doi = {doi:10.1145/3377929.3390028}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {177–178}, size = {2 pages}, keywords = {descent direction, evolutionary computation, constraint handling, multi-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390028} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{vanTonder:2020:GECCOcomp, author = {Bernard {van Tonder} and Mard\'{e} Helbig}, title = {Dynamic Multi-Objective Optimisation Problems with Intertemporal Dependencies}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389991}, doi = {doi:10.1145/3377929.3389991}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {179–180}, size = {2 pages}, keywords = {dynamic multi-objective optimisation, benchmark functions, intertemporal dependency}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389991} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wang:2020:GECCOcompa, author = {Yali Wang and Bas {van Stein} and Thomas B\"{a}ck and Michael Emmerich}, title = {Improving NSGA-III for Flexible Job Shop Scheduling Using Automatic Configuration, Smart Initialization and Local Search}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389924}, doi = {doi:10.1145/3377929.3389924}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {181–182}, size = {2 pages}, keywords = {flexible job shop scheduling, multi-objective optimization, algorithm engineering, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389924} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Weise:2020:GECCOcomp, author = {Jens Weise and Sanaz Mostaghim}, title = {A Many-Objective Route Planning Benchmark Problem for Navigation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389996}, doi = {doi:10.1145/3377929.3389996}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {183–184}, size = {2 pages}, keywords = {route planning, many-objective, real-world application, benchmark, pathfinding}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389996} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yingchareonthawornchai:2020:GECCOcomp, author = {Sorrachai Yingchareonthawornchai and Proteek Chandan Roy and Bundit Laekhanukit and Eric Torng and Kalyanmoy Deb}, title = {Worst-Case Conditional Hardness and Fast Algorithms with Random Inputs for Non-Dominated Sorting}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390073}, doi = {doi:10.1145/3377929.3390073}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {185–186}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390073} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Antoniou:2020:GECCOcomp, author = {Margarita Antoniou and Gregor Papa}, title = {Solving Min-Max Optimisation Problems by Means of Bilevel Evolutionary Algorithms: A Preliminary Study}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390037}, doi = {doi:10.1145/3377929.3390037}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {187–188}, size = {2 pages}, keywords = {bilevel optimisation, min-max optimisation, evolutionary algorithms, worst-case scenario optimisation, mathematical programming}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390037} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Brookes:2020:GECCOcomp, author = {David Brookes and Akosua Busia and Clara Fannjiang and Kevin Murphy and Jennifer Listgarten}, title = {A View of Estimation of Distribution Algorithms through the Lens of Expectation-Maximization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389938}, doi = {doi:10.1145/3377929.3389938}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {189–190}, size = {2 pages}, keywords = {hybrid algorithm, expectation-maximization, natural gradient, estimation of distribution algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389938} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Chen:2020:GECCOcomp, author = {Jhih-Wei Chen and Ming-Chun Lu and Tian-Li Yu}, title = {Continuous Optimization by Hierarchical Gaussian Mixture with Clustering Embedded Resource Allocation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390019}, doi = {doi:10.1145/3377929.3390019}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {191–192}, size = {2 pages}, keywords = {multimodal optimization, multi-arm bandit, evolution strategy, nonconvex optimization, clustering}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390019} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eftimov:2020:GECCOcompc, author = {Tome Eftimov and Gorjan Popovski and Dragi Kocev and Peter Koro\v{s}ec}, title = {Performance2vec: A Step Further in Explainable Stochastic Optimization Algorithm Performance}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390020}, doi = {doi:10.1145/3377929.3390020}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {193–194}, size = {2 pages}, keywords = {benchmarking, stochastic optimization algorithms, performance embeddings, representational learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390020} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jia:2020:GECCOcomp, author = {Jin Liang Jia and Alfredo Alan Flores Saldivar and Lin Li and Yun Li}, title = {Look-Ahead Natural Evolutionary Strategies}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389998}, doi = {doi:10.1145/3377929.3389998}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {195–196}, size = {2 pages}, keywords = {evolutionary computation, evolutionary strategies, machine learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389998} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Opara:2020:GECCOcomp, author = {Karol R. Opara and Anas A. Hadi and Ali W. Mohamed}, title = {Parametrized Benchmarking: An Outline of the Idea and a Feasibility Study}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389944}, doi = {doi:10.1145/3377929.3389944}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {197–198}, size = {2 pages}, keywords = {benchmarks, global optimization, design of experiments, evolutionary algorithms, CEC’17}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389944} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Leonteva:2020:GECCOcomp, author = {Anna Ouskova Leonteva and Ulviya Abdulkarimova and Tobias M. Wintermantel and Anne Jeannin-Girardon and Pierre Parrend and Pierre Collet}, title = {A Quantum Simulation Algorithm for Continuous Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389990}, doi = {doi:10.1145/3377929.3389990}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {199–200}, size = {2 pages}, keywords = {single objective optimization, quantum evolution, black-box optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389990} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rahi:2020:GECCOcomp, author = {Kamrul Hasan Rahi and Ahsanul Habib and Hemant Kumar Singh and Tapabrata Ray}, title = {Expediting the Convergence of Evolutionary Algorithms by Identifying Promising Regions of the Search Space}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389898}, doi = {doi:10.1145/3377929.3389898}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {201–202}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389898} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eric:2020:GECCOcomp, author = {Benhamou Eric and Saltiel David and Verel Sebastien}, title = {Bayesian CMA-ES: A New Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389913}, doi = {doi:10.1145/3377929.3389913}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {203–204}, size = {2 pages}, keywords = {bayesian, CMA-ES, normal-inverse-wishart, conjugate prior}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389913} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tomczak:2020:GECCOcomp, author = {Jakub M. Tomczak and Ewelina Wundefinedglarz-Tomczak and Agoston E. Eiben}, title = {Differential Evolution with Reversible Linear Transformations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389972}, doi = {doi:10.1145/3377929.3389972}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {205–206}, size = {2 pages}, keywords = {black-box optimization, reversible computation, population-based algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389972} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Vazquez:2020:GECCOcomp, author = {Gabriel V\'{a}zquez and Carlos Segura}, title = {Differential Evolution with Explicit Control of Diversity for Constrained Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389978}, doi = {doi:10.1145/3377929.3389978}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {207–208}, size = {2 pages}, keywords = {differential evolution, diversity, constraint handling}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389978} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Cancian:2020:GECCOcomp, author = {Glen Cancian and Wayne Pullan}, title = {Impact of Additional Hardware Resources on a Parallel Genetic Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389922}, doi = {doi:10.1145/3377929.3389922}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {209–210}, size = {2 pages}, keywords = {scheduling road maintenance and rehabilitation treatments, parallel genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389922} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Escobar:2020:GECCOcomp, author = {Juan Jos\'{e} Escobar and Julio Ortega and Antonio Francisco D\'{\i}az and Jes\'{u}s Gonz\'{a}lez and Miguel Damas}, title = {A Parallel and Distributed Multi-Population GA with Asynchronous Migrations: Energy-Time Analysis for Heterogeneous Systems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389908}, doi = {doi:10.1145/3377929.3389908}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {211–212}, size = {2 pages}, keywords = {multi-population genetic algorithm, heterogeneous clusters, EEG classification, energy-aware computing, asynchronous migrations, parallel and distributed programming}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389908} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hong:2020:GECCOcomp, author = {Zhou Hong and Wei Fang and Jun Sun and Xiaojun Wu}, title = {A Fast GA for Automatically Evolving CNN Architectures}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389965}, doi = {doi:10.1145/3377929.3389965}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {213–214}, size = {2 pages}, keywords = {genetic algorithm, automatically evolving, convolutional neural networks (CNNs)}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389965} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Krauss:2020:GECCOcomp, author = {Rune Krauss and Marcel Merten and Mirco Bockholt and Saman Froehlich and Rolf Drechsler}, title = {Efficient Machine Learning through Evolving Combined Deep Neural Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390055}, doi = {doi:10.1145/3377929.3390055}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {215–216}, size = {2 pages}, keywords = {backpropagation, divide and conquer, neural networks, genetic algorithms, cluster analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390055} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nakane:2020:GECCOcomp, author = {Takumi Nakane and Xuequan Lu and Chao Zhang}, title = {SHX: Search History Driven Crossover for Real-Coded Genetic Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389956}, doi = {doi:10.1145/3377929.3389956}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {217–218}, size = {2 pages}, keywords = {real-coded genetic algorithm, crossover, search history}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389956} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Niwa:2020:GECCOcomp, author = {Takatoshi Niwa and Koya Ihara and Shohei Kato}, title = {Cooperative Coevolutionary Genetic Algorithm Using Hierarchical Clustering of Linkage Tree}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390075}, doi = {doi:10.1145/3377929.3390075}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {219–220}, size = {2 pages}, keywords = {linkage tree, Co-evolution, genetic algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390075} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ohnishi:2020:GECCOcomp, author = {Kei Ohnishi and Shota Ikeda and Tian-Li Yu}, title = {A Test Problem with Difficulty in Decomposing into Sub-Problems for Model-Based Genetic Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389993}, doi = {doi:10.1145/3377929.3389993}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {221–222}, size = {2 pages}, keywords = {difficulty in decomposition, model-based genetic algorithms, test problems, binary representation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389993} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Withington:2020:GECCOcomp, author = {Oliver Withington}, title = {Illuminating Super Mario Bros: Quality-Diversity within Platformer Level Generation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390043}, doi = {doi:10.1145/3377929.3390043}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {223–224}, size = {2 pages}, keywords = {PCG, super mario, quality-diversity algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390043} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Atkinson:2020:GECCOcomp, author = {Lukas Atkinson and Robin M\"{u}ller-Bady and Martin Kappes}, title = {Hybrid Bayesian Evolutionary Optimization for Hyperparameter Tuning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389952}, doi = {doi:10.1145/3377929.3389952}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {225–226}, size = {2 pages}, keywords = {bayesian optimization, parameter tuning, gaussian process regression, algorithm configuration, evolutionary algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389952} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Duflo:2020:GECCOcomp, author = {Gabriel Duflo and Gr\'{e}goire Danoy and El-Ghazali Talbi and Pascal Bouvry}, title = {Automated Design of Efficient Swarming Behaviours: A Q-Learning Hyper-Heuristic Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390026}, doi = {doi:10.1145/3377929.3390026}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {227–228}, size = {2 pages}, keywords = {hyper-heuristic, UAV swarming, distributed algorithm, Q-learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390026} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kim:2020:GECCOcompb, author = {Yong-Hoon Kim and Yong-Hyuk Kim}, title = {Finding a Better Basis on Binary Representation through DNN-Based Epistasis Estimation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390076}, doi = {doi:10.1145/3377929.3390076}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {229–230}, size = {2 pages}, keywords = {genetic algorithm, epistasis, basis, deep neural networks}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390076} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rebolledo:2020:GECCOcomp, author = {Margarita Rebolledo and Frederik Rehbach and A. E. Eiben and Thomas Bartz-Beielstein}, title = {Parallelized Bayesian Optimization for Problems with Expensive Evaluation Functions}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390017}, doi = {doi:10.1145/3377929.3390017}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {231–232}, size = {2 pages}, keywords = {BBOB, CMAES, bayesian optimization, parallel optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390017} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Verma:2020:GECCOcomp, author = {Siddharth Verma and Piyush Borole and Ryan Urbanowicz}, title = {Evolving Genetic Programming Trees in a Rule-Based Learning Framework}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390071}, doi = {doi:10.1145/3377929.3390071}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {233–234}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, co-evolution, symbolic regression, learning classifier systems, rule-based machine learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390071} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yu:2020:GECCOcompa, author = {Dong-Pil Yu and Yong-Hyuk Kim}, title = {On the Effect of Walsh/Fourier Transform in Surrogate-Assisted Genetic Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389896}, doi = {doi:10.1145/3377929.3389896}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {235–236}, size = {2 pages}, keywords = {surrogate-assisted genetic algorithm, machine learning, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389896} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Helmuth:2020:GECCOcomp, author = {Thomas Helmuth and Amr Abdelhady}, title = {Benchmarking Parent Selection for Program Synthesis by Genetic Programming}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389987}, doi = {doi:10.1145/3377929.3389987}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {237–238}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, parent selection, benchmark, program synthesis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389987} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Helmuth:2020:GECCOcompa, author = {Thomas Helmuth and Lee Spector and Edward Pantridge}, title = {Counterexample-Driven Genetic Programming without Formal Specifications}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389983}, doi = {doi:10.1145/3377929.3389983}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {239–240}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, counterexamples, program synthesis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389983} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Helmuth:2020:GECCOcompb, author = {Thomas Helmuth and Edward Pantridge and Grace Woolson and Lee Spector}, title = {Transfer Learning of Genetic Programming Instruction Sets}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389988}, doi = {doi:10.1145/3377929.3389988}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {241–242}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, transfer learning, instruction set, PushGP}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389988} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Naredo:2020:GECCOcomp, author = {Enrique Naredo and Conor Ryan and Ivan Guevara and Tiziana Margaria and Paulo Urbano and Leonardo Trujillo}, title = {General Controllers Evolved through Grammatical Evolution with a Divergent Search}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390059}, doi = {doi:10.1145/3377929.3390059}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {243–244}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, novelty search, generalization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390059} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ruberto:2020:GECCOcompa, author = {Stefano Ruberto and Valerio Terragni and Jason H. Moore}, title = {Image Feature Learning with a Genetic Programming Autoencoder}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389981}, doi = {doi:10.1145/3377929.3389981}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {245–246}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, feature learning, autoencoder, MNIST}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389981} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Saini:2020:GECCOcomp, author = {Anil Kumar Saini and Lee Spector}, title = {Why and When Are Loops Useful in Genetic Programming?}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389919}, doi = {doi:10.1145/3377929.3389919}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {247–248}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, loops, software synthesis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389919} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sambo:2020:GECCOcomp, author = {Aliyu Sani Sambo and R. Muhammad Atif Azad and Yevgeniya Kovalchuk and Vivek Padmanaabhan Indramohan and Hanifa Shah}, title = {Feature Engineering for Improving Robustness of Crossover in Symbolic Regression}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390078}, doi = {doi:10.1145/3377929.3390078}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {249–250}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, feature engineering, regression}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390078} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Santos:2020:GECCOcomp, author = {Paulo Santos and Sara Silva and Alcides Fonseca}, title = {Refined Typed Genetic Programming as a User Interface for Genetic Programming}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390042}, doi = {doi:10.1145/3377929.3390042}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {251–252}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, dependent types, search-based software engineering}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390042} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Abdulkarimova:2020:GECCOcomp, author = {Ulviya Abdulkarimova and Igor Santos Peretta and Anna Ouskova Leonteva and Younes Monjid and Rabih Amhaz and Marc Haegelin and Pierre Collet and Christian Rolando}, title = {A GA for Non-Uniform Sampling Harmonic Analysis}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390008}, doi = {doi:10.1145/3377929.3390008}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {253–254}, size = {2 pages}, keywords = {genetic algorithm, mass spectrometry, harmonic analysis, non-uniform sampling, fourier transform}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390008} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{al-Rifaie:2020:GECCOcomp, author = {Mohammad Majid al-Rifaie and Marc Cavazza}, title = {Beer Organoleptic Optimisation: Utilising Swarm Intelligence and Evolutionary Computation Methods}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390006}, doi = {doi:10.1145/3377929.3390006}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {255–256}, size = {2 pages}, keywords = {food personalisation, dispersive flies optimisation, particle swarm optimisation, differntial evolutioon}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390006} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Beham:2020:GECCOcomp, author = {Andreas Beham and Viktoria A. Hauder and Johannes Karder and Klaus Altendorfer}, title = {Multi-Objective Optimization for Worker Cross-Training: The Tri-Objective Case}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389960}, doi = {doi:10.1145/3377929.3389960}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {257–258}, size = {2 pages}, keywords = {multi-objective optimization, simulation-based optimization, skill management}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389960} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Changaival:2020:GECCOcomp, author = {Boonyarit Changaival and Gr\'{e}goire Danoy and Dzmitry Kliazovich and Fr\'{e}d\'{e}ric Guinand and Matthias R. Brust and Jedrzej Musial and Kittichai Lavangnananda and Pascal Bouvry}, title = {NGAP: A Novel Hybrid Metaheuristic Algorithm for Round-Trip Carsharing Fleet Planning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389941}, doi = {doi:10.1145/3377929.3389941}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {259–260}, size = {2 pages}, keywords = {multi-objective optimization, carsharing, vehicle placement, hybridization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389941} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Correia:2020:GECCOcomp, author = {Jo\~{a}o Correia and Fernando Ferreira and Catarina Ma\c{c}\~{a}s}, title = {Cable-Stayed Bridge Optimization Solution Space Exploration}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390033}, doi = {doi:10.1145/3377929.3390033}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {261–262}, size = {2 pages}, keywords = {genetic algorithm, solution space exploration, local search, structural design, bridge design, iterated local search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390033} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Delaney:2020:GECCOcomp, author = {Gary W. Delaney and Gerard Howard}, title = {Multi-Objective Exploration of a Granular Matter Design Space}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389951}, doi = {doi:10.1145/3377929.3389951}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {263–264}, size = {2 pages}, keywords = {granular materials, packing, evolutionary algorithms, non-spherical particle shape, robotics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389951} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Fernandes:2020:GECCOcomp, author = {Guilherme Fernandes and Nuno Oliveira and Paulo Cortez and Rui Mendes}, title = {A Realistic Scooter Rebalancing System via Metaheuristics}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389905}, doi = {doi:10.1145/3377929.3389905}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {265–266}, size = {2 pages}, keywords = {metaheuristics, bike sharing rebalancing problem}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389905} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Habib:2020:GECCOcomp, author = {Ahsanul Habib and Kamrul Hasan Rahi and Hemant Kumar Singh and Tapabrata Ray}, title = {Wind-Turbine Design Optimization Using a Many-Objective Evolutionary Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389899}, doi = {doi:10.1145/3377929.3389899}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {267–268}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389899} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hort:2020:GECCOcomp, author = {Max Hort and Federica Sarro}, title = {Optimising Word Embeddings with Search-Based Approaches}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390039}, doi = {doi:10.1145/3377929.3390039}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {269–270}, size = {2 pages}, keywords = {optimization, semantic similarity, word embedding}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390039} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lacapmesure:2020:GECCOcomp, author = {Axel M. Lacapmesure and Sandra Mart\'{\i}nez and Oscar E. Mart\'{\i}nez}, title = {A New Objective Function for Super-Resolution Deconvolution of Microscopy Images by Means of a Genetic Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389903}, doi = {doi:10.1145/3377929.3389903}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {271–272}, size = {2 pages}, keywords = {genetic algorithm, image deconvolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389903} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lee:2020:GECCOcomp, author = {Hyeon-Chang Lee and Hwi-Yeon Cho and Yong-Hyuk Kim}, title = {A Genetic Algorithm for Matching Oil Spill Particles}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389902}, doi = {doi:10.1145/3377929.3389902}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {273–274}, size = {2 pages}, keywords = {particle matching algorithm, oil spill, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389902} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Li:2020:GECCOcompa, author = {Jun-qing Li and Hui Yu and Xiaolong Chen and Wenhan Li and Yu Du and Yu-yan Han}, title = {An Improved Brain Storm Optimization Algorithm for Fuzzy Distributed Hybrid Flowshop Scheduling with Setup Time}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389986}, doi = {doi:10.1145/3377929.3389986}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {275–276}, size = {2 pages}, keywords = {setup time, hybrid brain storm optimization, fuzzy processing time, distributed hybrid flowshop}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389986} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rincon:2020:GECCOcomp, author = {Alejandro Lopez Rincon and Aletta D. Kraneveld and Alberto Tonda}, title = {Batch Correction of Genomic Data in Chronic Fatigue Syndrome Using CMA-ES}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389947}, doi = {doi:10.1145/3377929.3389947}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {277–278}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389947} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mousavirad:2020:GECCOcomp, author = {Seyed Jalaleddin Mousavirad and Gerald Schaefer and Iakov Korovin}, title = {Effective Image Clustering Using Self-Organizing Migrating Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389909}, doi = {doi:10.1145/3377929.3389909}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {279–280}, size = {2 pages}, keywords = {image segmentation, image clustering, optimisation, SOMA}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389909} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nguyen:2020:GECCOcomp, author = {Tien Thanh Nguyen and John McCall and Allan Wilson and Laud Ochei and Helen Corbett and Phil Stockton}, title = {Evolved Ensemble of Detectors for Gross Error Detection}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389906}, doi = {doi:10.1145/3377929.3389906}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {281–282}, size = {2 pages}, keywords = {ensemble method, gross error detection, particle swarm optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389906} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sapkota:2020:GECCOcomp, author = {Hemanta Sapkota and Engin Arslan and Sushil Louis}, title = {Real-Time Genetic Optimization of Large File Transfers}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389917}, doi = {doi:10.1145/3377929.3389917}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {283–284}, size = {2 pages}, keywords = {genetic algorithm, throughput optimization, file transfer optimization, parameter tuning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389917} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Serrano-Collado:2020:GECCOcomp, author = {Ernesto Serrano-Collado and Mario Garc\'{\i}a-Valdez and Juan-Juli\'{a}n Merelo Guerv\'{o}s}, title = {Moving Target Defense through Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390034}, doi = {doi:10.1145/3377929.3390034}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {285–286}, size = {2 pages}, keywords = {cloud computing, security, cyberattacks, performance evaluation, evolutionary algorithms, moving target defense}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390034} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shakya:2020:GECCOcomp, author = {Siddhartha Shakya and Kin Poon and Khawla AlShanqiti and Anis Ouali and Andrei Sleptchenko}, title = {An Application of GA and EDA for Passive In-Building Distributed Antenna Systems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390000}, doi = {doi:10.1145/3377929.3390000}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {287–288}, size = {2 pages}, keywords = {GA, evolutionary algorithm, EDA, distributed antenna system}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390000} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Stanton:2020:GECCOcomp, author = {Andrew Stanton and Akhila Ananthram and Pablo Crespo}, title = {Evolving Multi-Objective Ranking Models for GMV Optimization in E-Commerce}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389907}, doi = {doi:10.1145/3377929.3389907}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {289–290}, size = {2 pages}, keywords = {E-commerce, GMV optimization, two-sided marketplaces}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389907} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tenorio:2020:GECCOcomp, author = {Raul Horacio Valencia Tenorio and Chiu Wing Sham and Danilo Vasconcellos Vargas}, title = {Preliminary Study of Applied Binary Neural Networks for Neural Cryptography}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389933}, doi = {doi:10.1145/3377929.3389933}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {291–292}, size = {2 pages}, keywords = {binary neural network, adversarial neurocryptography, neuroevolution, BiSUNA, CPA}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389933} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{vanderBlom:2020:GECCOcomp, author = {Koen {van der Blom} and Timo M. Deist and Tea Tu\v{s}ar and Mariapia Marchi and Yusuke Nojima and Akira Oyama and Vanessa Volz and Boris Naujoks}, title = {Towards Realistic Optimization Benchmarks: A Questionnaire on the Properties of Real-World Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389974}, doi = {doi:10.1145/3377929.3389974}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {293–294}, size = {2 pages}, keywords = {benchmarking, real-world problems}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389974} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Vesikar:2020:GECCOcomp, author = {Yash Vesikar and Julian Blank and Kalyanmoy Deb and Markku Kalio and Alaleh Maskooki}, title = {Dynamic Vessel-to-Vessel Routing Using Level-Wise Evolutionary Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389910}, doi = {doi:10.1145/3377929.3389910}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {295–296}, size = {2 pages}, keywords = {real-world application, multi-objective optimization, combinatorial optimization, graph search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389910} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yoshida:2020:GECCOcomp, author = {Takufumi Yoshida and Daisuke Yamaguchi and Keiichi Handa}, title = {Stochastic Simulation Optimization Benchmarking Method in Consideration of Finite Period of Service}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389914}, doi = {doi:10.1145/3377929.3389914}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {297–298}, size = {2 pages}, keywords = {stochastic simulation optimization, stochastic dominance, evolutionary optimization algorithms, heterogeneous noise, COCO}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389914} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zhang:2020:GECCOcompa, author = {Xin Zhang and Zhi-Hui Zhan and Jun Zhang}, title = {Multiobjective Direction Driven Local Search for Constrained Supply Chain Configuration Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389929}, doi = {doi:10.1145/3377929.3389929}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {299–300}, size = {2 pages}, keywords = {supply chain configuration, constrained optimization problems, multiobjective direction driven local search, local search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389929} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Anastacio:2020:GECCOcomp, author = {Marie Anastacio and Holger H. Hoos}, title = {Combining Sequential Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389999}, doi = {doi:10.1145/3377929.3389999}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {301–302}, size = {2 pages}, keywords = {machine learning, combinatorial optimization, artificial intelligence, parameter tuning and algorithm configuration}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389999} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Boutaib:2020:GECCOcomp, author = {Sofien Boutaib and Slim Bechikh and Carlos A. Coello Coello and Chih-Cheng Hung and Lamjed Ben Said}, title = {Handling Uncertainty in Code Smells Detection Using a Possibilistic SBSE Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389948}, doi = {doi:10.1145/3377929.3389948}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {303–304}, size = {2 pages}, keywords = {possibilistic K-NN, code smells detection, uncertain class labels, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389948} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Carvalho:2020:GECCOcompa, author = {Luiz Carvalho and Alessandro Garcia and Thelma Elita Colanzi and Wesley K. G. Assun\c{c}\~{a}o and Maria Julia Lima and Baldoino Fonseca and M\~{a}rcio Ribeiro and Carlos Lucena}, title = {Search-Based Many-Criteria Identification of Microservices from Legacy Systems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390030}, doi = {doi:10.1145/3377929.3390030}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {305–306}, size = {2 pages}, keywords = {microservice architecture, legacy systems, microservice identification, search-based software engineering}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390030} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Chouchen:2020:GECCOcomp, author = {Motaz Chouchen and Ali Ouni and Mohamed Wiem Mkaouer and Raula Gaikovina Kula and Katsuro Inoue}, title = {Recommending Peer Reviewers in Modern Code Review: A Multi-Objective Search-Based Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390057}, doi = {doi:10.1145/3377929.3390057}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {307–308}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390057} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Derakhshanfar:2020:GECCOcomp, author = {Pouria Derakhshanfar and Xavier Devroey and Andy Zaidman and Arie {van Deursen} and Annibale Panichella}, title = {Crash Reproduction Using Helper Objectives}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390077}, doi = {doi:10.1145/3377929.3390077}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {309–310}, size = {2 pages}, keywords = {search-based software testing, crash reproduction, MOEA}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390077} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nowack:2020:GECCOcomp, author = {Vesna Nowack and David Bowes and Steve Counsell and Tracy Hall and Saemundur Haraldsson and Emily Winter and John Woodward}, title = {Exploiting Fault Localisation for Efficient Program Repair}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389912}, doi = {doi:10.1145/3377929.3389912}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {311–312}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, fault localisation, automated program repair}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389912} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Saidani:2020:GECCOcomp, author = {Islem Saidani and Ali Ouni and Moataz Chouchen and Mohamed Wiem Mkaouer}, title = {On the Prediction of Continuous Integration Build Failures Using Search-Based Software Engineering}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390050}, doi = {doi:10.1145/3377929.3390050}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {313–314}, size = {2 pages}, keywords = {continuous integration, search-based software engineering, machine learning, multi-objective optimization, build prediction}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390050} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sarro:2020:GECCOcomp, author = {Federica Sarro and Alessio Petrozziello and Dan-Qi He and Shin Yoo}, title = {A New Approach to Distribute MOEA Pareto Front Computation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3390024}, doi = {doi:10.1145/3377929.3390024}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {315–316}, size = {2 pages}, keywords = {search based software engineering, software project management, distributed pareto front, multi-objective evolutionary algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3390024} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shi:2020:GECCOcompa, author = {Tao Shi and Hui Ma and Gang Chen}, title = {Divide and Conquer: Seeding Strategies for Multi-Objective Multi-Cloud Composite Applications Deployment}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389927}, doi = {doi:10.1145/3377929.3389927}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {317–318}, size = {2 pages}, keywords = {search-based software engineering, composite application, service deployment, multi-cloud, seeding strategy, evolutionary algorithm, multi-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389927} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Askari:2020:GECCOcomp, author = {Qamar Askari and Irfan Younas and Mehreen Saeed}, title = {Critical Evaluation of Sine Cosine Algorithm and a Few Recommendations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389982}, doi = {doi:10.1145/3377929.3389982}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {319–320}, size = {2 pages}, keywords = {sine cosine algorithm, SCA limitations, critical review, SCA analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389982} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Cauwet:2020:GECCOcomp, author = {Marie-Liesse Cauwet and Olivier Teytaud}, title = {Population Control Meets Doob's Martingale Theorems: The Noise-Free Multimodal Case}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389957}, doi = {doi:10.1145/3377929.3389957}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {321–322}, size = {2 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389957} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Opara:2020:GECCOcompa, author = {Karol R. Opara}, title = {Radial Model of Differential Evolution Dynamics}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389945}, doi = {doi:10.1145/3377929.3389945}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {323–324}, size = {2 pages}, keywords = {evolutionary algorithms, Gaussian models, convergence analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389945} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Vukasinovic:2020:GECCOcomp, author = {Vida Vuka\v{s}inovi\'{c} and David Kubo\v{n} and Riste \v{S}krekovski and Petr Gregor}, title = {Redundant Binary Representations with Rigorous Trade-off between Connectivity and Locality}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389992}, doi = {doi:10.1145/3377929.3389992}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {325–326}, size = {2 pages}, keywords = {phenotype mutation rates, problem hardness, locality, connectivity, synonymity, neutral networks, fitness distance correlation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389992} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DeJong:2020:GECCOcomp, author = {Kenneth {De Jong}}, title = {Evolutionary Computation: A Unified Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389871}, doi = {doi:10.1145/3377929.3389871}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {327–342}, size = {16 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389871} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Deb:2020:GECCOcomp, author = {Kalyanmoy Deb}, title = {Evolutionary Multi-Objective Optimization: Past, Present and Future}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389864}, doi = {doi:10.1145/3377929.3389864}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {343–372}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389864} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doerr:2020:GECCOcompb, author = {Benjamin Doerr}, title = {A Gentle Introduction to Theory (for Non-Theoreticians)}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389889}, doi = {doi:10.1145/3377929.3389889}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {373–403}, size = {31 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389889} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ha:2020:GECCOcomp, author = {David Ha}, title = {Neuroevolution for Deep Reinforcement Learning Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389859}, doi = {doi:10.1145/3377929.3389859}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {404–427}, size = {24 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389859} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ishibuchi:2020:GECCOcomp, author = {Hisao Ishibuchi and Hiroyuki Sato}, title = {Evolutionary Many-Objective Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389866}, doi = {doi:10.1145/3377929.3389866}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {428–457}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389866} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lehre:2020:GECCOcomp, author = {Per Kristian Lehre and Pietro S. Oliveto}, title = {Runtime Analysis of Population-Based Evolutionary Algorithms: Introductory Tutorial at GECCO 2020}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389890}, doi = {doi:10.1145/3377929.3389890}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {458–494}, size = {37 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389890} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Miikkulainen:2020:GECCOcomp, author = {Risto Miikkulainen}, title = {Evolution of Neural Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389858}, doi = {doi:10.1145/3377929.3389858}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {495–525}, size = {31 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389858} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{OReilly:2020:GECCOcomp, author = {Una-May O'Reilly and Erik Hemberg}, title = {Genetic Programming: A Tutorial Introduction}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389882}, doi = {doi:10.1145/3377929.3389882}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {512–525}, size = {14 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming, grammatical evolution, genetic improvement}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389882} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rothlauf:2020:GECCOcomp, author = {Franz Rothlauf}, title = {Representations for Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389872}, doi = {doi:10.1145/3377929.3389872}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {526–546}, size = {21 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming, grammatical evolution}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389872} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shir:2020:GECCOcomp, author = {Ofer M. Shir}, title = {Introductory Mathematical Programming for EC}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389869}, doi = {doi:10.1145/3377929.3389869}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {547–560}, size = {14 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389869} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Stein:2020:GECCOcomp, author = {Anthony Stein and Masaya Nakata}, title = {Learning Classifier Systems: From Principles to Modern Systems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389860}, doi = {doi:10.1145/3377929.3389860}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {561–589}, size = {29 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389860} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Thierens:2020:GECCOcomp, author = {Dirk Thierens and Peter A. N. Bosman}, title = {Model-Based Evolutionary Algorithms: GECCO 2020 Tutorial}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389868}, doi = {doi:10.1145/3377929.3389868}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {590–619}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389868} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Togelius:2020:GECCOcomp, author = {Julian Togelius and Sebastian Risi and Georgios N. Yannakakis}, title = {Evolutionary Computation and Games}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389854}, doi = {doi:10.1145/3377929.3389854}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {620–651}, size = {32 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389854} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tauritz:2020:GECCOcomp, author = {Daniel R. Tauritz and John Woodward}, title = {Hyper-Heuristics Tutorial}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389855}, doi = {doi:10.1145/3377929.3389855}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {652–681}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming, grammatical evolution, genetic improvement}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389855} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Beyer:2020:GECCOcomp, author = {Hans-Georg Beyer}, title = {Design Principles for Matrix Adaptation Evolution Strategies}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389870}, doi = {doi:10.1145/3377929.3389870}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {682–700}, size = {19 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389870} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Cully:2020:GECCOcomp, author = {Antoine Cully and Jean-Baptiste Mouret and St\'{e}phane Doncieux}, title = {Quality-Diversity Optimisation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389852}, doi = {doi:10.1145/3377929.3389852}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {701–723}, size = {23 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389852} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eftimov:2020:GECCOcompd, author = {Tome Eftimov and Peter Koro\v{s}ec}, title = {Statistical Analyses for Meta-Heuristic Stochastic Optimization Algorithms: GECCO 2020 Tutorial}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389881}, doi = {doi:10.1145/3377929.3389881}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {724–746}, size = {23 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389881} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Engelbrecht:2020:GECCOcomp, author = {AP Engelbrecht and CW Cleghorn}, title = {Recent Advances in Particle Swarm Optimization Analysis and Understanding}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389850}, doi = {doi:10.1145/3377929.3389850}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {747–774}, size = {28 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389850} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Filipic:2020:GECCOcomp, author = {Bogdan Filipi\v{c} and Tea Tu\v{s}ar}, title = {Visualization in Multiobjective Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389867}, doi = {doi:10.1145/3377929.3389867}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {775–800}, size = {26 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389867} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Haraldsson:2020:GECCOcomp, author = {Samundur O. Haraldsson and John R. Woodward and Markus Wagner}, title = {Genetic Improvement: Taking Real-World Source Code and Improving It Using Genetic Programming}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389885}, doi = {doi:10.1145/3377929.3389885}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {801–831}, size = {31 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming, genetic improvement}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389885} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Krawiec:2020:GECCOcomp, author = {Krzysztof Krawiec and Malcolm Heywood}, title = {Solving Complex Problems with Coevolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389874}, doi = {doi:10.1145/3377929.3389874}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {832–858}, size = {27 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389874} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Li:2020:GECCOcompb, author = {Ke Li and Qingfu Zhang and Sa\'{u}l Zapotecas}, title = {Decomposition Multi-Objective Optimisation: Current Developments and Future Opportunities}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389865}, doi = {doi:10.1145/3377929.3389865}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {859–876}, size = {18 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389865} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Moraglio:2020:GECCOcomp, author = {Alberto Moraglio and Krzysztof Krawiec}, title = {Semantic Genetic Programming}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389884}, doi = {doi:10.1145/3377929.3389884}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {877–900}, size = {24 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389884} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Neumann:2020:GECCOcomp, author = {Aneta Neumann and Frank Neumann}, title = {Evolutionary Computation for Digital Art}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389853}, doi = {doi:10.1145/3377929.3389853}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {901–926}, size = {26 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389853} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Papa:2020:GECCOcomp, author = {Gregor Papa and Carola Doerr}, title = {Dynamic Control Parameter Choices in Evolutionary Computation: GECCO 2020 Tutorial}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389876}, doi = {doi:10.1145/3377929.3389876}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {927–956}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389876} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shir:2020:GECCOcompa, author = {Ofer M. Shir and Thomas Baeck}, title = {Sequential Experimentation by Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389877}, doi = {doi:10.1145/3377929.3389877}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {957–974}, size = {18 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389877} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sudholt:2020:GECCOcomp, author = {Dirk Sudholt and Giovanni Squillero}, title = {Theory and Practice of Population Diversity in Evolutionary Computation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389892}, doi = {doi:10.1145/3377929.3389892}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {975–992}, size = {18 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389892} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Derbel:2020:GECCOcomp, author = {Bilel Derbel and Sebastien Verel}, title = {Fitness Landscape Analysis to Understand and Predict Algorithm Performance for Single- and Multi-Objective Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389893}, doi = {doi:10.1145/3377929.3389893}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {993–1042}, size = {50 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389893} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wang:2020:GECCOcompb, author = {Hao Wang and Carola Doerr and Ofer M. Shir and Thomas B\"{a}ck}, title = {Benchmarking and Analyzing Iterative Optimization Heuristics with IOHprofiler}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389879}, doi = {doi:10.1145/3377929.3389879}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1043–1054}, size = {12 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389879} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wang:2020:GECCOcompc, author = {Rui Wang and Jiale Zhi}, title = {A Hands-on Guide to Distributed Computing Paradigms for Evolutionary Computation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389880}, doi = {doi:10.1145/3377929.3389880}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1055–1074}, size = {20 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389880} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lopez-Ibanez:2020:GECCOcomp, author = {Manuel L\'{o}pez-Ib\'{a}\~{n}ez and Thomas St\"{u}tzle}, title = {Automated Algorithm Configuration and Design}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389875}, doi = {doi:10.1145/3377929.3389875}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1075–1100}, size = {26 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming, grammatical evolution}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389875} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Olague:2020:GECCOcomp, author = {Gustavo Olague}, title = {Evolutionary Computer Vision}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389861}, doi = {doi:10.1145/3377929.3389861}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1101–1113}, size = {13 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389861} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ouni:2020:GECCOcomp, author = {Ali Ouni}, title = {Search Based Software Engineering: Challenges, Opportunities and Recent Applications}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389887}, doi = {doi:10.1145/3377929.3389887}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1114–1146}, size = {33 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming, SBSE}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389887} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Picek:2020:GECCOcomp, author = {Stjepan Picek and Domagoj Jakobovic}, title = {Evolutionary Computation and Machine Learning in Cryptology}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389886}, doi = {doi:10.1145/3377929.3389886}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1147–1173}, size = {27 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389886} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Spector:2020:GECCOcomp, author = {Lee Spector}, title = {Push}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389883}, doi = {doi:10.1145/3377929.3389883}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1174–1189}, size = {16 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389883} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Squillero:2020:GECCOcomp, author = {Giovanni Squillero and Alberto Tonda}, title = {Evolutionary Algorithms and Machine Learning: Synergies, Challenges and Opportunities}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389863}, doi = {doi:10.1145/3377929.3389863}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1190–1205}, size = {16 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389863} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Torresen:2020:GECCOcomp, author = {Jim Torresen}, title = {Addressing Ethical Challenges within Evolutionary Computation Applications: GECCO 2020 Tutorial}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389894}, doi = {doi:10.1145/3377929.3389894}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1206–1223}, size = {18 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389894} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Urbanowicz:2020:GECCOcomp, author = {Ryan J. Urbanowicz and Moshe Sipper}, title = {Evolutionary Algorithms in Biomedical Data Mining: Challenges, Solutions, and Frontiers}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389862}, doi = {doi:10.1145/3377929.3389862}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1224–1253}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389862} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Witt:2020:GECCOcomp, author = {Carsten Witt}, title = {Theory of Estimation-of-Distribution Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389888}, doi = {doi:10.1145/3377929.3389888}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1254–1282}, size = {29 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389888} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Xue:2020:GECCOcomp, author = {Bing Xue and Mengjie Zhang}, title = {Evolutionary Computation for Feature Selection and Feature Construction}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389857}, doi = {doi:10.1145/3377929.3389857}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1283–1312}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389857} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zelinka:2020:GECCOcomp, author = {Ivan Zelinka and Roman \v{S}enke\v{r}\'{\i}k}, title = {Swarm Intelligence in Cybersecurity}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389851}, doi = {doi:10.1145/3377929.3389851}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1313–1342}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389851} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zhang:2020:GECCOcompb, author = {Mengjie Zhang and Stefano Cagnoni}, title = {Evolutionary Computation and Evolutionary Deep Learning for Image Analysis, Signal Processing and Pattern Recognition}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3389856}, doi = {doi:10.1145/3377929.3389856}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1343–1372}, size = {30 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3389856} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kano:2020:GECCOcomp, author = {Kensuke Kano and Tomoaki Takagi and Keiki Takadama and Hiroyuki Sato}, title = {Preliminary Study of Adaptive Grid-Based Decomposition on Many-Objective Evolutionary Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398141}, doi = {doi:10.1145/3377929.3398141}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1373–1380}, size = {8 pages}, keywords = {grid-based decomposition, many-objective optimization problem, multi-objective optimization problem, multi-objective evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398141} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Chand:2020:GECCOcomp, author = {Shelvin Chand and David Howard}, title = {Path towards Multilevel Evolution of Robots}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398075}, doi = {doi:10.1145/3377929.3398075}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1381–1382}, size = {2 pages}, keywords = {multi-level evolution, evolutionary algorithms, evolutionary robotics, bi-level optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398075} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Eiben:2020:GECCOcomp, author = {A. E. Eiben and Emma Hart}, title = {If It Evolves It Needs to Learn}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398151}, doi = {doi:10.1145/3377929.3398151}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1383–1384}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, online learning, Lamarckian evolution, evolutionary robotics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398151} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Howison:2020:GECCOcomp, author = {Toby Howison and Fumiya Iida}, title = {Automatically Designing the Behaviours of Falling Paper: The Emergence of Non-Trivial Behaviours via Interaction with the Physical World}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398152}, doi = {doi:10.1145/3377929.3398152}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1385–1386}, size = {2 pages}, keywords = {falling paper, automatic design}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398152} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hunt:2020:GECCOcomp, author = {Edmund R. Hunt}, title = {Evolutionary Stress Factors for Adaptable Robot “Personalities”}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398078}, doi = {doi:10.1145/3377929.3398078}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1387–1388}, size = {2 pages}, keywords = {personality, field robotics, phenotypic plasticity, reaction norms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398078} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Moreno:2020:GECCOcomp, author = {Rodrigo Moreno and Andres Faina}, title = {Reusability vs Morphological Space in Physical Robot Evolution}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398135}, doi = {doi:10.1145/3377929.3398135}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1389–1391}, size = {3 pages}, keywords = {real robots, modular robots, evolutionary robotics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398135} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nygaard:2020:GECCOcomp, author = {T\o{}nnes F. Nygaard and David Howard and Kyrre Glette}, title = {Real World Morphological Evolution is Feasible}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398095}, doi = {doi:10.1145/3377929.3398095}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1392–1394}, size = {3 pages}, keywords = {real-world evolution, evolutionary robotics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398095} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gillett:2020:GECCOcomp, author = {Jonathan Gillett and Shahryar Rahnamayan and Masoud Makrehchi and Azam Asilian Bidgoli}, title = {A Pareto Front-Based Metric to Identify Major Bitcoin Networks Influencers}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398096}, doi = {doi:10.1145/3377929.3398096}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1395–1401}, size = {7 pages}, keywords = {bitcoin, major network influencers, multi-criteria comparison, non-dominated sorting, pareto front, trading strategies}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398096} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mousavirad:2020:GECCOcompa, author = {Seyed Jalaleddin Mousavirad and Gerald Schaefer and Seyed Mohammad Jafar Jalali and Iakov Korovin}, title = {A Benchmark of Recent Population-Based Metaheuristic Algorithms for Multi-Layer Neural Network Training}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398144}, doi = {doi:10.1145/3377929.3398144}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1402–1408}, size = {7 pages}, keywords = {neural network training, benchmark, optimisation, metaheuristics, classification}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398144} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pinheiro:2020:GECCOcomp, author = {J\'{u}lio C. S. N. Pinheiro and Jos\'{e} Elias C. Arroyo and Lucas Batista Fialho}, title = {Scheduling Unrelated Parallel Machines with Family Setups and Resource Constraints to Minimize Total Tardiness}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398150}, doi = {doi:10.1145/3377929.3398150}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1409–1417}, size = {9 pages}, keywords = {unrelated parallel machines, meta-heuristics, resource constraints, family setup time}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398150} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Boks:2020:GECCOcomp, author = {Rick Boks and Hao Wang and Thomas B\"{a}ck}, title = {A Modular Hybridization of Particle Swarm Optimization and Differential Evolution}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398123}, doi = {doi:10.1145/3377929.3398123}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1418–1425}, size = {8 pages}, keywords = {differential evolution, hybridization, metaheuristics, particle swarm optimization, swarm intelligence}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398123} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Davendra:2020:GECCOcomp, author = {Donald Davendra and Magdalena Bialic-Davendra}, title = {Discrete Self Organizing Algorithm for Pollution Vehicle Routing Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398076}, doi = {doi:10.1145/3377929.3398076}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1426–1433}, size = {8 pages}, keywords = {vehicle routing problem, pollution routing problem, SOMA}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398076} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hajewski:2020:GECCOcompa, author = {Jeff Hajewski and Suely Oliveira and David E. Stewart and Laura Weiler}, title = {GBeam-ACO: A Greedy and Faster Variant of Beam-ACO}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398081}, doi = {doi:10.1145/3377929.3398081}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1434–1440}, size = {7 pages}, keywords = {Beam-ACO, ant colony optimization, greedy search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398081} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kadavy:2020:GECCOcompa, author = {Tomas Kadavy and Michal Pluhacek and Adam Viktorin and Roman Senkerik}, title = {Self-Organizing Migrating Algorithm with Clustering-Aided Migration}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398129}, doi = {doi:10.1145/3377929.3398129}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1441–1447}, size = {7 pages}, keywords = {SOMA, CEC 2020, SOMA-CL, clustering, k-means}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398129} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mousavirad:2020:GECCOcompb, author = {Seyed Jalaleddin Mousavirad and Gerald Schaefer and Iakov Korovin}, title = {Colour Quantisation Using Self-Organizing Migrating Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398124}, doi = {doi:10.1145/3377929.3398124}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1448–1453}, size = {6 pages}, keywords = {SOMA, optimisation, colour quantisation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398124} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mousavirad:2020:GECCOcompc, author = {Seyed Jalaleddin Mousavirad and Gerald Schaefer and Iakov Korovin}, title = {High-Dimensional Multi-Level Image Thresholding Using Self-Organizing Migrating Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398125}, doi = {doi:10.1145/3377929.3398125}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1454–1459}, size = {6 pages}, keywords = {optimisation, SOMA, image thresholding}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398125} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rodrigues:2020:GECCOcomp, author = {Nishant Rodrigues and Chilukuri Mohan}, title = {Archive-Based Swarms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398112}, doi = {doi:10.1145/3377929.3398112}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1460–1467}, size = {8 pages}, keywords = {particle swarm optimization, premature convergence, evolutionary machine learning, archive, artificial neural networks, fitness-distance ratio, swarm intelligence}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398112} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Senkerik:2020:GECCOcomp, author = {Roman Senkerik and Tomas Kadavy and Adam Viktorin and Michal Pluhacek}, title = {Ensemble of Strategies and Perturbation Parameter Based SOMA for Optimal Stabilization of Chaotic Oscillations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398145}, doi = {doi:10.1145/3377929.3398145}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1468–1475}, size = {8 pages}, keywords = {chaos, optimization, differential evolution, SOMA, nonliner control}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398145} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Truong:2020:GECCOcomp, author = {Thanh Cong Truong and Tan-Phuoc Huynh and Ivan Zelinka}, title = {Applications of Swarm Intelligence Algorithms Countering the Cyber Threats}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398119}, doi = {doi:10.1145/3377929.3398119}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1476–1485}, size = {10 pages}, keywords = {parameter opimization, feature selection, cybersecurity, swarm intelligence, SI algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398119} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Takagi:2020:GECCOcomp, author = {Tomoaki Takagi and Keiki Takadama and Hiroyuki Sato}, title = {Incremental Lattice Design of Weight Vector Set}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398082}, doi = {doi:10.1145/3377929.3398082}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1486–1494}, size = {9 pages}, keywords = {uniform mixture design, evolutionary algorithm, multi-objective optimization, weight vector set, many-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398082} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zapotecas-Martinez:2020:GECCOcomp, author = {Sa\'{u}l Zapotecas-Mart\'{\i}nez and Abel Garc\'{\i}a-N\'{a}jera and Humberto Cervantes}, title = {Multi-Objective Optimization in the Agile Software Project Scheduling Using Decomposition}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398146}, doi = {doi:10.1145/3377929.3398146}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1495–1502}, size = {8 pages}, keywords = {agile software development, scrum, multi-objective optimization based on decomposition}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398146} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Patel:2020:GECCOcomp, author = {Jay Patel and Dhathri H. Somavarapu and Deacon Seals and Daniel R. Tauritz and Davide Guzzetti}, title = {Adversarial Threats to Large Satellite Networks ({ATLAS-N}): A Coevolutionary Approach Based on {Flipit}}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398133}, doi = {doi:10.1145/3377929.3398133}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1503–1511}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, coevolution, proliferated leo constellations, space cyber-security, space threats}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398133} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rodriguez:2020:GECCOcomp, author = {Alina Pacheco Rodr\'{\i}guez and Errin W. Fulp and David J. John and Jinku Cui}, title = {Using Evolutionary Algorithms and Pareto Ranking to Identify Secure Virtual Local Area Networks}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398089}, doi = {doi:10.1145/3377929.3398089}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1512–1519}, size = {8 pages}, keywords = {genetic algorithm, VLAN, critical infrastructure, access control}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398089} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Serrano-Collado:2020:GECCOcompa, author = {Ernesto Serrano-Collado and Mario Garc\'{\i}a-Valdez and Juan-Juli\'{a}n Merelo Guerv\'{o}s}, title = {Delivering Diverse Web Server Configuration in a Moving Target Defense Using Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398083}, doi = {doi:10.1145/3377929.3398083}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1520–1527}, size = {8 pages}, keywords = {cloud computing, cyber-attacks, moving target defense, evolutionary algorithms, performance evaluation, security, CVSS}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398083} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shlapentokh-Rothman:2020:GECCOcomp, author = {Michal Shlapentokh-Rothman and Erik Hemberg and Una-May O'Reilly}, title = {Securing the Software Defined Perimeter with Evolutionary Co-Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398085}, doi = {doi:10.1145/3377929.3398085}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1528–1536}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, evolutionary algorithms, network, cybersecurity}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398085} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wilkins:2020:GECCOcomp, author = {Zachary Wilkins and Ibrahim Zincir and Nur Zincir-Heywood}, title = {Exploring an Artificial Arms Race for Malware Detection}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398090}, doi = {doi:10.1145/3377929.3398090}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1537–1545}, size = {9 pages}, keywords = {android, cyber attack, smartphone, machine learning, cyber security, malware, evolution, mobile security}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398090} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DeVault:2020:GECCOcomp, author = {Travis D. DeVault and Robert B. Heckendorn and Terence Soule}, title = {Introducing Counterexamples to a Robotic Agent Using Clicker Training}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398100}, doi = {doi:10.1145/3377929.3398100}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1546–1553}, size = {8 pages}, keywords = {counterexamples, clicker training, evolved robotics, online learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398100} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Shindo:2020:GECCOcomp, author = {Hayato Shindo and Yan Pei}, title = {Characteristic Analysis of Auditory Perception and Aesthetics in Sound Composition Optimization Using Revised Interactive Differential Evolution}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398077}, doi = {doi:10.1145/3377929.3398077}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1554–1561}, size = {8 pages}, keywords = {interactive evolutionary computation, auditory aesthetics, k-means clustering, auditory perception, interactive differential evolution, principal component analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398077} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Burlacu:2020:GECCOcomp, author = {Bogdan Burlacu and Gabriel Kronberger and Michael Kommenda}, title = {Operon C++: An Efficient Genetic Programming Framework for Symbolic Regression}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398099}, doi = {doi:10.1145/3377929.3398099}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1562–1570}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, C++, symbolic regression}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398099} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Coletti:2020:GECCOcomp, author = {Mark A. Coletti and Eric O. Scott and Jeffrey K. Bassett}, title = {Library for Evolutionary Algorithms in Python (LEAP)}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398147}, doi = {doi:10.1145/3377929.3398147}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1571–1579}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, keywords = {genetic algorithms, genetic programming}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398147} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Dorfmeister:2020:GECCOcomp, author = {Daniel Dorfmeister and Oliver Krauss}, title = {Integrating Heuristiclab with Compilers and Interpreters for Non-Functional Code Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398103}, doi = {doi:10.1145/3377929.3398103}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1580–1588}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, optimization, distributed computing, truffle, heuristiclab, metaheuristics, graal, architecture, interpreter, compiler}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398103} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jamieson:2020:GECCOcomp, author = {Peter Jamieson and Ricardo Ferreira and Jos\'{e} Augusto M. Nacif}, title = {GA-Lapagos, an Open-Source c Framework Including a Python-Based System for Data Analysis}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398113}, doi = {doi:10.1145/3377929.3398113}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1589–1590}, size = {2 pages}, keywords = {software framework, genetic algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398113} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Guervos:2020:GECCOcomp, author = {Juan-Juli\'{a}n Merelo Guerv\'{o}s and Mario Garc\'{\i}a-Valdez and Sergio Rojas-Galeano}, title = {Implementation Matters, Also in Concurrent Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398120}, doi = {doi:10.1145/3377929.3398120}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1591–1598}, size = {8 pages}, keywords = {concurrent algorithms, functions as a service, distributed computing, serverless computing, algorithm implementation, heterogeneous distributed systems, performance evaluation, CSP, communicating sequential processes, stateless algorithms, event-based systems}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398120} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rapin:2020:GECCOcomp, author = {Jeremy Rapin and Pauline Bennet and Emmanuel Centeno and Daniel Haziza and Antoine Moreau and Olivier Teytaud}, title = {Open Source Evolutionary Structured Optimization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398091}, doi = {doi:10.1145/3377929.3398091}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1599–1607}, size = {9 pages}, keywords = {derivative-free, Python, structured, optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398091} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mousavirad:2020:GECCOcompd, author = {Seyed Jalaleddin Mousavirad and Gerald Schaefer and Zahra Movahedi and Iakov Korovin}, title = {High-Dimensional Multi-Level Maximum Variance Threshold Selection for Image Segmentation: A Benchmark of Recent Population-Based Metaheuristic Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398143}, doi = {doi:10.1145/3377929.3398143}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1608–1613}, size = {6 pages}, keywords = {image segmentation, optimisation, population-based algorithms, image thresholding, image histogram}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398143} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Palar:2020:GECCOcomp, author = {Pramudita Satria Palar and Koji Shimoyama and Lavi Rizki Zuhal}, title = {Uncertainty Quantification Methods for Evolutionary Optimization under Uncertainty}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398114}, doi = {doi:10.1145/3377929.3398114}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1614–1622}, size = {9 pages}, keywords = {optimization under uncertainty, uncertainty quantification, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398114} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DeAth:2020:GECCOcomp, author = {George {De Ath} and Jonathan E. Fieldsend and Richard M. Everson}, title = {What Do You Mean? The Role of the Mean Function in Bayesian Optimisation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398118}, doi = {doi:10.1145/3377929.3398118}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1623–1631}, size = {9 pages}, keywords = {bayesian optimisation, surrogate modelling, acquisition function, mean function, gaussian process}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398118} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Garcia:2020:GECCOcomp, author = {Johan Garcia}, title = {A Surrogate-Assisted GA Enabling High-Throughput ML by Optimal Feature and Discretization Selection}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398092}, doi = {doi:10.1145/3377929.3398092}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1632–1640}, size = {9 pages}, keywords = {feature selection, GA, surrogate problem, discretization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398092} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jim:2020:GECCOcomp, author = {Timothy Man Shui Jim and Ghifari Adam Faza and Pramudita Satria Palar and Koji Shimoyama}, title = {Bayesian Methods for Multi-Objective Optimization of a Supersonic Wing Planform}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398122}, doi = {doi:10.1145/3377929.3398122}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1641–1643}, size = {3 pages}, keywords = {bayesian optimization, SST, surrogate modelling, supersonic}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398122} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Raggl:2020:GECCOcomp, author = {Sebastian Raggl and Andreas Beham and Stefan Wagner and Michael Affenzeller}, title = {Solution Approaches for the Dynamic Stacking Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398111}, doi = {doi:10.1145/3377929.3398111}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1652–1660}, size = {9 pages}, keywords = {stacking, uncertainty, dynamic optimization problem}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398111} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{deFreitasAraujo:2020:GECCOcomp, author = {Matheus {de Freitas Araujo} and Jos\'{e} Elias C. Arroyo and Lucas Batista Fialho}, title = {Tabu Search and Iterated Greedy for a Flow Shop Scheduling Problem with Worker Assignment}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398117}, doi = {doi:10.1145/3377929.3398117}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1661–1668}, size = {8 pages}, keywords = {meta-heuristics, flow shop scheduling, combinatorial optimization, worker assignment}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398117} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bassin:2020:GECCOcomp, author = {Anton Bassin and Maxim Buzdalov}, title = {The (1 + (λ, λ)) Genetic Algorithm for Permutations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398148}, doi = {doi:10.1145/3377929.3398148}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1669–1677}, size = {9 pages}, keywords = {permutations, (1 + (λ λ)) GA, runtime analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398148} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DiBari:2020:GECCOcomp, author = {Gabriele {Di Bari} and Marco Baioletti and Valentino Santucci}, title = {An Experimental Evaluation of the Algebraic Differential Evolution Algorithm on the Single Row Facility Layout Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398130}, doi = {doi:10.1145/3377929.3398130}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1678–1684}, size = {7 pages}, keywords = {algebraic differential evolution, differential evolution, combinatorial optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398130} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jansen:2020:GECCOcomp, author = {Reitze Jansen and Yannick Vinkesteijn and Daan {van den Berg}}, title = {On the Solvability of Routing Multiple Point-to-Point Paths in Manhattan Meshes}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398098}, doi = {doi:10.1145/3377929.3398098}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1685–1689}, size = {5 pages}, keywords = {scaling law, phase transition, a* routing, solvability, 3D routing, instance hardness}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398098} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Osaba:2020:GECCOcomp, author = {Eneko Osaba and Aritz D. Martinez and Akemi Galvez and Andres Iglesias and Javier Del Ser}, title = {DMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-Based Discrete Optimization Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398084}, doi = {doi:10.1145/3377929.3398084}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1690–1696}, size = {7 pages}, keywords = {multifactorial optimization, evolutionary multitasking, transfer optimization, traveling salesman problem, discrete optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398084} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pejic:2020:GECCOcomp, author = {Igor Pejic and Daan {van den Berg}}, title = {Monte Carlo Tree Search on Perfect Rectangle Packing Problem Instances}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398115}, doi = {doi:10.1145/3377929.3398115}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1697–1703}, size = {7 pages}, keywords = {monte carlo, MCTS, perfect, packing problem, tree search, rectangle}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398115} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Santucci:2020:GECCOcomp, author = {Valentino Santucci and Josu Ceberio and Marco Baioletti}, title = {Gradient Search in the Space of Permutations: An Application for the Linear Ordering Problem}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398094}, doi = {doi:10.1145/3377929.3398094}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1704–1711}, size = {8 pages}, keywords = {symmetric group, permutations, optimization, gradient search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398094} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DeFalco:2020:GECCOcomp, author = {Ivanoe {De Falco} and Eryk Laskowski and Richard Olejnik and Umberto Scafuri and Ernesto Tarantino and Marek Tudruj}, title = {Exploiting Multi-Objective Parallel Extremal Optimization Features in Dynamic Load Balancing}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398134}, doi = {doi:10.1145/3377929.3398134}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1712–1720}, size = {9 pages}, keywords = {multi-objective optimization, parallel extremal optimization, processor load balancing}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398134} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Garcia-Garcia:2020:GECCOcomp, author = {Cosijopii Garcia-Garcia and Mar\'{\i}a-Guadalupe Mart\'{\i}nez-Pe\~{n}aloza and Alicia Morales-Reyes}, title = {CMOGA/D: A Novel Cellular GA Based on Decomposition to Tackle Constrained Multiobjetive Problems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398137}, doi = {doi:10.1145/3377929.3398137}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1721–1729}, size = {9 pages}, keywords = {cellular genetic algorithms, push and pull search, multiojective optimization, constrained multiobjective optimization problems}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398137} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hamilton:2020:GECCOcomp, author = {Nolan H. Hamilton and Errin W. Fulp}, title = {An Evolutionary Approach for Constructing Multi-Stage Classifiers}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398088}, doi = {doi:10.1145/3377929.3398088}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1730–1738}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398088} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mathias:2020:GECCOcomp, author = {H. David Mathias and Samantha S. Foley}, title = {A Parallel Two-Stage Genetic Algorithm for Route Planning}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398116}, doi = {doi:10.1145/3377929.3398116}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1739–1746}, size = {8 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398116} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Morgan:2020:GECCOcomp, author = {Ian Bradley Morgan and Daniel R. Tauritz}, title = {ExaEvo: Topological Optimization and Scalability of Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398127}, doi = {doi:10.1145/3377929.3398127}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1747–1755}, size = {9 pages}, keywords = {island model, evolutionary computing, communication topology, parallel algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398127} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hansmeier:2020:GECCOcompa, author = {Tim Hansmeier and Paul Kaufmann and Marco Platzner}, title = {An Adaption Mechanism for the Error Threshold of XCSF}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398106}, doi = {doi:10.1145/3377929.3398106}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1756–1764}, size = {9 pages}, keywords = {XCSF, adaptive computing systems, evolutionary machine learning, function approximation, learning classifier systems}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398106} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kozlowski:2020:GECCOcomp, author = {Norbert Kozlowski and Olgierd Unold}, title = {Investigating Exploration Techniques for ACS in Discretized Real-Valued Environments}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398079}, doi = {doi:10.1145/3377929.3398079}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1765–1773}, size = {9 pages}, keywords = {anticipatory learning classifier systems, openAI gym}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398079} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Orhand:2020:GECCOcompa, author = {Romain Orhand and Anne Jeannin-Girardon and Pierre Parrend and Pierre Collet}, title = {PEPACS: Integrating Probability-Enhanced Predictions to ACS2}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398121}, doi = {doi:10.1145/3377929.3398121}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1774–1781}, size = {8 pages}, keywords = {building knowledge, machine learning, anticipatory learning classifier system, non-determinism}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398121} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Paetzel:2020:GECCOcomp, author = {David P\"{a}tzel and Anthony Stein and Masaya Nakata}, title = {An Overview of LCS Research from IWLCS 2019 to 2020}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398105}, doi = {doi:10.1145/3377929.3398105}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1782–1788}, size = {7 pages}, keywords = {learning classifier systems, survey}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398105} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rosenbauer:2020:GECCOcomp, author = {Lukas Rosenbauer and Anthony Stein and J\"{o}rg H\"{a}hner}, title = {Generic Approaches for Parallel Rule Matching in Learning Classifier Systems}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398102}, doi = {doi:10.1145/3377929.3398102}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1789–1797}, size = {9 pages}, keywords = {learning classifier systems, evolutionary machine learning, rule matching, parallel programming, XCS classifier system}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398102} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rosenbauer:2020:GECCOcompa, author = {Lukas Rosenbauer and Anthony Stein and Roland Maier and David P\"{a}tzel and J\"{o}rg H\"{a}hner}, title = {XCS as a Reinforcement Learning Approach to Automatic Test Case Prioritization}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398128}, doi = {doi:10.1145/3377929.3398128}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1798–1806}, size = {9 pages}, keywords = {test automation, experience replay, reinforcement learning, artificial intelligence, XCS classifier system}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398128} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Siddique:2020:GECCOcomp, author = {Abubakar Siddique and Will N. Browne and Gina M. Grimshaw}, title = {Learning Classifier Systems: Appreciating the Lateralized Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398101}, doi = {doi:10.1145/3377929.3398101}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1807–1815}, size = {9 pages}, keywords = {modular learning, learning classifier systems, boolean problems, lateralization, adversarial attacks, non-markov mazes}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398101} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Zhang:2020:GECCOcompc, author = {Robert F. Zhang and Ryan J. Urbanowicz}, title = {A Scikit-Learn Compatible Learning Classifier System}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398097}, doi = {doi:10.1145/3377929.3398097}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1816–1823}, size = {8 pages}, keywords = {data mining, rule-based machine learning, machine learning, learning classifier systems}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398097} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Baioletti:2020:GECCOcomp, author = {Marco Baioletti and Carlos Artemio Coello Coello and Gabriele {Di Bari} and Valentina Poggioni}, title = {Multi-Objective Evolutionary GAN}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398138}, doi = {doi:10.1145/3377929.3398138}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1824–1831}, size = {8 pages}, keywords = {general adversarial network, multi objective, deep generative models, evolutionary algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398138} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Colucci:2020:GECCOcomp, author = {I. Colucci and G. Pellegrino and A. Della Cioppa and A. Marcelli}, title = {Learning to Walk - Reward Relevance within an Enhanced Neuroevolution Approach}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398126}, doi = {doi:10.1145/3377929.3398126}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1832–1840}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398126} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kulkarni:2020:GECCOcomp, author = {Divya D. Kulkarni and Shivashankar B. Nair}, title = {Mutational Puissance Assisted Neuroevolution}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398149}, doi = {doi:10.1145/3377929.3398149}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1841–1848}, size = {8 pages}, keywords = {mutation, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398149} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Liou:2020:GECCOcomp, author = {Jhe-Yu Liou and Xiaodong Wang and Stephanie Forrest and Carole-Jean Wu}, title = {{GEVO-ML}: A Proposal for Optimizing {ML} Code with Evolutionary Computation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398139}, doi = {doi:10.1145/3377929.3398139}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1849–1856}, size = {8 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, genetic improvement, machine learning, multi-objective evolutionary computation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398139} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Waris:2020:GECCOcomp, author = {Faisal Waris and Robert Reynolds}, title = {Neuro-Evolution Using Game-Driven Cultural Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398093}, doi = {doi:10.1145/3377929.3398093}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1857–1865}, size = {9 pages}, keywords = {game theory, neural architecture search, cultural algorithms, ACM proceedings, reinforcement learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398093} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Green:2020:GECCOcomp, author = {Thomas M. Green and Timothy L. Andersen}, title = {Using Pagerank to Uncover Patterns in Search Behavior Induced by the Bit Flip Operator}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398140}, doi = {doi:10.1145/3377929.3398140}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1866–1871}, size = {6 pages}, keywords = {visualization, metaheuristic, fitness landscape}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398140} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yamamoto:2020:GECCOcomp, author = {Kohei Yamamoto and Tomoaki Takagi and Keiki Takadama and Hiroyuki Sato}, title = {Visual Mapping of Multi-Objective Optimization Problems and Evolutionary Algorithms}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398104}, doi = {doi:10.1145/3377929.3398104}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1872–1879}, size = {8 pages}, keywords = {multi-objective optimization problem, visualization, mapping, multi-objective evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398104} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{deAraujoPessoa:2020:GECCOcomp, author = {Luis Filipe {de Araujo Pessoa} and Bernd Hellingrath and Fernando B. {de Lima Neto}}, title = {On the Sensitivity Analysis of Cartesian Genetic Programming Hyper-Heuristic}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398142}, doi = {doi:10.1145/3377929.3398142}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1880–1888}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, grammatical evolution, hyper-heuristics (HH), design of algorithms, production planning, lot-sizing problem (LSP), sensitivity analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398142} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kamrath:2020:GECCOcomp, author = {Nathaniel R. Kamrath and Aaron Scott Pope and Daniel R. Tauritz}, title = {The Automated Design of Local Optimizers for Memetic Algorithms Employing Supportive Coevolution}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398132}, doi = {doi:10.1145/3377929.3398132}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1889–1897}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, memetic algorithm, local optimization, automatic design, hyperheuristics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398132} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sae-Dan:2020:GECCOcomp, author = {Weerapan Sae-Dan and Marie-El\'{e}onore Kessaci and Nadarajen Veerapen and Laetitia Jourdan}, title = {Time-Dependent Automatic Parameter Configuration of a Local Search Algorithm}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398107}, doi = {doi:10.1145/3377929.3398107}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1898–1905}, size = {8 pages}, keywords = {automatic algorithm configuration, combinatorial optimization, local search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398107} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tisdale:2020:GECCOcomp, author = {Braden N. Tisdale and Aaron Scott Pope and Daniel R. Tauritz}, title = {Dynamic Primitive Granularity Control: An Exploration of Unique Design Considerations}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398131}, doi = {doi:10.1145/3377929.3398131}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1906–1914}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, evolutionary computation, primitive granularity control, generative hyper-heuristic}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398131} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ohki:2020:GECCOcomp, author = {Makoto Ohki}, title = {A Benchmark with Facile Adjustment of Difficulty for Many-Objective Genetic Programming and Its Reference Set}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398080}, doi = {doi:10.1145/3377929.3398080}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1915–1922}, size = {8 pages}, keywords = {genetic algorithms, genetic programming, many-objective knapsack problem, many-objective genetic programming, analytic function}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398080} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Baltes:2020:GECCOcomp, author = {Sebastian Baltes and Markus Wagner}, title = {An Annotated Dataset of Stack Overflow Post Edits}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398108}, doi = {doi:10.1145/3377929.3398108}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1923–1925}, size = {3 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, software documentation, software evolution, mining software repositories, stack overflow, patches}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398108} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bokhari:2020:GECCOcomp, author = {Mahmoud A. Bokhari and Markus Wagner and Brad Alexander}, title = {Genetic Improvement of Software Efficiency: The Curse of Fitness Estimation}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398109}, doi = {doi:10.1145/3377929.3398109}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1926–1927}, size = {2 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, android, mobile applications, energy consumption, machine learning, non-functional properties}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398109} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Langdon:2020:GECCOcomp, author = {W. B. Langdon and Oliver Krauss}, title = {Evolving Sqrt into 1/x via Software Data Maintenance}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398110}, doi = {doi:10.1145/3377929.3398110}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1928–1936}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, data transplantation, drcp, inv, rcp, software maintenance of empirical constants, IoT, search based software engineering, invert, covariance matrix adaption - evolution strategy (CMA-ES), double precision (dp), reciprocal, glibc, evolution strategies, SBSE}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398110} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mosayebi:2020:GECCOcomp, author = {Mohsen Mosayebi and Manbir Sodhi}, title = {Tuning Genetic Algorithm Parameters Using Design of Experiments}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398136}, doi = {doi:10.1145/3377929.3398136}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1937–1944}, size = {8 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, genetic algorithm, tuning parameters, design of experiments}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398136} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Reid:2020:GECCOcomp, author = {Brittany Reid and Christoph Treude and Markus Wagner}, title = {Optimising the Fit of Stack Overflow Code Snippets into Existing Code}, year = {2020}, editor = {Richard Allmendinger and Hugo Terashima Marin and Efren Mezura Montes and Thomas Bartz-Beielstein and Bogdan Filipic and Ke Tang and David Howard and Emma Hart and Gusz Eiben and Tome Eftimov and William {La Cava} and Boris Naujoks and Pietro Oliveto and Vanessa Volz and Thomas Weise and Bilel Derbel and Ke Li and Xiaodong Li and Saul Zapotecas and Qingfu Zhang and Rui Wang and Ran Cheng and Guohua Wu and Miqing Li and Hisao Ishibuchi and Jonathan Fieldsend and Ozgur Akman and Khulood Alyahya and Juergen Branke and John R. Woodward and Daniel R. Tauritz and Marco Baioletti and Josu Ceberio Uribe and John McCall and Alfredo Milani and Stefan Wagner and Michael Affenzeller and Bradley Alexander and Alexander (Sandy) Brownlee and Saemundur O. Haraldsson and Markus Wagner and Nayat Sanchez-Pi and Luis Marti and Silvino {Fernandez Alzueta} and Pablo {Valledor Pellicer} and Thomas Stuetzle and Matthew Johns and Nick Ross and Ed Keedwell and Herman Mahmoud and David Walker and Anthony Stein and Masaya Nakata and David Paetzel and Neil Vaughan and Stephen Smith and Stefano Cagnoni and Robert M. Patton and Ivanoe {De Falco} and Antonio {Della Cioppa} and Umberto Scafuri and Ernesto Tarantino and Akira Oyama and Koji Shimoyama and Hemant Kumar Singh and Kazuhisa Chiba and Pramudita Satria Palar and Alma Rahat and Richard Everson and Handing Wang and Yaochu Jin and Erik Hemberg and Riyad Alshammari and Tokunbo Makanju and Fuijimino-shi and Ivan Zelinka and Swagatam Das and Ponnuthurai Nagaratnam and Roman Senkerik}, isbn13 = {9781450371278}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377929.3398087}, doi = {doi:10.1145/3377929.3398087}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion}, pages = {1945–1953}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, crowd-generated code snippets, stack overflow, optimisation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377929.3398087} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, }