%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 %gecco2020.bib %gecco2020.bib %WBL 28 Jul 2020 bugfix @ for gecco_errors.txt from Paul Ortyl Jul 12, 2020 @inproceedings{Abitz:2020:GECCO, author = {Daniel Abitz and Tom Hartmann and Martin Middendorf}, title = {A Weighted Population Update Rule for PACO Applied to the Single Machine Total Weighted Tardiness Problem}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390182}, doi = {doi:10.1145/3377930.3390182}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {4–12}, size = {9 pages}, keywords = {metaheuristics, combinatorial optimization, time-tabling and scheduling, swarm intelligence, ant algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390182} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Groleaz:2020:GECCO, author = {Lucas Groleaz and Samba N. Ndiaye and Christine Solnon}, title = {ACO with Automatic Parameter Selection for a Scheduling Problem with a Group Cumulative Constraint}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389818}, doi = {doi:10.1145/3377930.3389818}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {13–21}, size = {9 pages}, keywords = {scheduling, cumulative constraint, ant colony optimization (ACO), algorithm selection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389818} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mohamed:2020:GECCO, author = {Ismail Mohamed and Fernando E. B. Otero}, title = {A Multiobjective Optimization Approach for Market Timing}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390156}, doi = {doi:10.1145/3377930.3390156}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {22–30}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390156} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Santana:2020:GECCO, author = {Clodomir Santana and Edward Keedwell and Ronaldo Menezes}, title = {An Approach to Assess Swarm Intelligence Algorithms Based on Complex Networks}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390201}, doi = {doi:10.1145/3377930.3390201}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {31–39}, size = {9 pages}, keywords = {swarm intelligence, interaction networks, complex networks, cat swarm optimisation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390201} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{deC.Santos:2020:GECCO, author = {Val\'{e}ria {de C. Santos} and Fernando E. B. Otero and Colin Johnson and Fernando S. Os\'{o}rio and Cl\'{a}udio F. M. Toledo}, title = {Exploratory Path Planning for Mobile Robots in Dynamic Environments with Ant Colony Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390219}, doi = {doi:10.1145/3377930.3390219}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {40–48}, size = {9 pages}, keywords = {ant colony optimization, path planning, mobile robots, exploration}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390219} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bossens:2020:GECCO, author = {David M. Bossens and Jean-Baptiste Mouret and Danesh Tarapore}, title = {Learning Behaviour-Performance Maps with Meta-Evolution}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390181}, doi = {doi:10.1145/3377930.3390181}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {49–57}, size = {9 pages}, keywords = {meta-learning, damage recovery, behavioural diversity, quality-diversity algorithms, evolutionary robotics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390181} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Brant:2020:GECCO, author = {Jonathan C. Brant and Kenneth O. Stanley}, title = {Diversity Preservation in Minimal Criterion Coevolution through Resource Limitation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389809}, doi = {doi:10.1145/3377930.3389809}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {58–66}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389809} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Colas:2020:GECCO, author = {C\'{e}dric Colas and Vashisht Madhavan and Joost Huizinga and Jeff Clune}, title = {Scaling MAP-Elites to Deep Neuroevolution}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390217}, doi = {doi:10.1145/3377930.3390217}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {67–75}, size = {9 pages}, keywords = {exploration, map-elites, quality-diversity, evolution strategies}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390217} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Dewhurst:2020:GECCO, author = {David Rushing Dewhurst and Yi Li and Alexander Bogdan and Jasmine Geng}, title = {Evolving Ab Initio Trading Strategies in Heterogeneous Environments}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389806}, doi = {doi:10.1145/3377930.3389806}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {76–84}, size = {9 pages}, keywords = {agent-based models, financial markets, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389806} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doncieux:2020:GECCO, author = {Stephane Doncieux and Giuseppe Paolo and Alban Laflaqui\`{e}re and Alexandre Coninx}, title = {Novelty Search Makes Evolvability Inevitable}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389840}, doi = {doi:10.1145/3377930.3389840}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {85–93}, size = {9 pages}, keywords = {novelty search, behavior space, evolutionary robotics, evolvability}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389840} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Fontaine:2020:GECCO, author = {Matthew C. Fontaine and Julian Togelius and Stefanos Nikolaidis and Amy K. Hoover}, title = {Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390232}, doi = {doi:10.1145/3377930.3390232}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {94–102}, size = {9 pages}, keywords = {MAP-Elites, illumination algorithms, optimization, evolutionary algorithms, quality diversity, hearthstone}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390232} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gaier:2020:GECCO, author = {Adam Gaier and Alexander Asteroth and Jean-Baptiste Mouret}, title = {Discovering Representations for Black-Box Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390221}, doi = {doi:10.1145/3377930.3390221}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {103–111}, 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{10.1145/3377930.3390221} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Medvet:2020:GECCO, author = {Eric Medvet and Alberto Bartoli and Andrea {De Lorenzo} and Giulio Fidel}, title = {Evolution of Distributed Neural Controllers for Voxel-Based Soft Robots}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390173}, doi = {doi:10.1145/3377930.3390173}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {112–120}, size = {9 pages}, keywords = {evolutionary robotics, modularity, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390173} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mouret:2020:GECCO, author = {Jean-Baptiste Mouret and Glenn Maguire}, title = {Quality Diversity for Multi-Task Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390203}, doi = {doi:10.1145/3377930.3390203}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {121–129}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390203} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Qiu:2020:GECCO, author = {Huanneng Qiu and Matthew Garratt and David Howard and Sreenatha Anavatti}, title = {Towards Crossing the Reality Gap with Evolved Plastic Neurocontrollers}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389843}, doi = {doi:10.1145/3377930.3389843}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {130–138}, size = {9 pages}, keywords = {neuroevolution, spiking neural networks, UAV control, evolutionary robotics, hebbian plasticity}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389843} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Schrum:2020:GECCO, author = {Jacob Schrum and Vanessa Volz and Sebastian Risi}, title = {CPPN2GAN: Combining Compositional Pattern Producing Networks and GANs for Large-Scale Pattern Generation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389822}, doi = {doi:10.1145/3377930.3389822}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {139–147}, size = {9 pages}, keywords = {generative adversarial networks, neuroevolution, compositional pattern producing networks, indirect encoding}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389822} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Schrum:2020:GECCOa, author = {Jacob Schrum and Jake Gutierrez and Vanessa Volz and Jialin Liu and Simon Lucas and Sebastian Risi}, title = {Interactive Evolution and Exploration within Latent Level-Design Space of Generative Adversarial Networks}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389821}, doi = {doi:10.1145/3377930.3389821}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {148–156}, size = {9 pages}, keywords = {procedural content generation, interactive evolution, latent variable evolution, generative adversarial network, video games}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389821} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Alissa:2020:GECCO, author = {Mohamad Alissa and Kevin Sim and Emma Hart}, title = {A Deep Learning Approach to Predicting Solutions in Streaming Optimisation Domains}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390224}, doi = {doi:10.1145/3377930.3390224}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {157–165}, size = {9 pages}, keywords = {deep learning, bin-packing, algorithm selection problem}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390224} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bossek:2020:GECCO, author = {Jakob Bossek and Christian Grimme and Heike Trautmann}, title = {Dynamic Bi-Objective Routing of Multiple Vehicles}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390146}, doi = {doi:10.1145/3377930.3390146}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {166–174}, size = {9 pages}, keywords = {evolutionary algorithms, dynamic optimization, vehicle routing, decision making, multi-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390146} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{deSa:2020:GECCO, author = {Alex G. C. {de Sa} and Cristiano G. Pimenta and Gisele L. Pappa and Alex A. Freitas}, title = {A Robust Experimental Evaluation of Automated Multi-Label Classification Methods}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390231}, doi = {doi:10.1145/3377930.3390231}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {175–183}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, automated machine learning (AutoML), search methods, search spaces, multi-label classification}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390231} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Foster:2020:GECCO, author = {Michael Foster and Matthew Hughes and George O’Brien and Pietro S. Oliveto and James Pyle and Dirk Sudholt and James Williams}, title = {Do Sophisticated Evolutionary Algorithms Perform Better than Simple Ones?}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389830}, doi = {doi:10.1145/3377930.3389830}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {184–192}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389830} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Guerrero-Pena:2020:GECCO, author = {Elaine Guerrero-Pena and Fernanda Nakano Kazama and Paulo {de Barros Correia} and Aluizio F. R. Araujo}, title = {Solving Constrained Combinatorial Reverse Auctions Using MOEAs: A Comparative Study}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390205}, doi = {doi:10.1145/3377930.3390205}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {193–200}, size = {8 pages}, keywords = {multi-objective optimization, combinatorial reverse auctions, combinatorial optimization, operations research, evolutionary computation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390205} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hernando:2020:GECCO, author = {Leticia Hernando and Alexander Mendiburu and Jose A. Lozano}, title = {Journey to the Center of the Linear Ordering Problem}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390241}, doi = {doi:10.1145/3377930.3390241}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {201–209}, size = {9 pages}, keywords = {local optima, permutation-based combinatorial optimization problems, linear ordering problem, landscape analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390241} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kromer:2020:GECCO, author = {Pavel Kromer and Jan Platos and Vaclav Snasel}, title = {Solving the Single Row Facility Layout Problem by Differential Evolution}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389839}, doi = {doi:10.1145/3377930.3389839}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {210–218}, size = {9 pages}, keywords = {differential evolution, single row facility layout problem, combinatorial optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389839} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Martins:2020:GECCO, author = {Marcella S. R. Martins and Mohamed El Yafrani and Myriam R. B. S. Delgado and Ricardo L\"{u}ders}, title = {Multi-Layer Local Optima Networks for the Analysis of Advanced Local Search-Based Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390179}, doi = {doi:10.1145/3377930.3390179}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {219–227}, size = {9 pages}, keywords = {local optima networks, fitness landscape analysis, local search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390179} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Polyakovskiy:2020:GECCO, author = {Sergey Polyakovskiy and Dhananjay Thiruvady and Rym M’Hallah}, title = {Just-in-Time Batch Scheduling Subject to Batch Size}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390207}, doi = {doi:10.1145/3377930.3390207}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {228–235}, size = {8 pages}, keywords = {weighted earliness tardiness, construct solve, merge and adapt, model-based evolutionary algorith, batch sceduling, linkage learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390207} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pushak:2020:GECCO, author = {Yasha Pushak and Holger H. Hoos}, title = {Advanced Statistical Analysis of Empirical Performance Scaling}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390210}, doi = {doi:10.1145/3377930.3390210}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {236–244}, size = {9 pages}, keywords = {empirical scaling analysis, empirical running time scaling, empirical performance scaling}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390210} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pushak:2020:GECCOa, author = {Yasha Pushak and Holger H. Hoos}, title = {Golden Parameter Search: Exploiting Structure to Quickly Configure Parameters in Parallel}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390211}, doi = {doi:10.1145/3377930.3390211}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {245–253}, size = {9 pages}, keywords = {automated algorithm configuration, hyper-parameter optimization, parameter turning, parallel algorithm configuration}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390211} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Varadarajan:2020:GECCO, author = {Swetha Varadarajan and Darrell Whitley and Gabriela Ochoa}, title = {Why Many Travelling Salesman Problem Instances Are Easier than You Think}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390145}, doi = {doi:10.1145/3377930.3390145}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {254–262}, size = {9 pages}, keywords = {travelling salesman problem, EAX, generalized partition crossover}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390145} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Weiner:2020:GECCO, author = {Jake Weiner and Andreas Ernst and Xiaodong Li and Yuan Sun}, title = {Automatic Decomposition of Mixed Integer Programs for Lagrangian Relaxation Using a Multiobjective Approach}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390233}, doi = {doi:10.1145/3377930.3390233}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {263–270}, size = {8 pages}, keywords = {combinatorial optimization, multi-objective optimization, heuristics}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390233} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Xie:2020:GECCO, author = {Yue Xie and Aneta Neumann and Frank Neumann}, title = {Specific Single- and Multi-Objective Evolutionary Algorithms for the Chance-Constrained Knapsack Problem}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390162}, doi = {doi:10.1145/3377930.3390162}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {271–279}, size = {9 pages}, keywords = {crossover operator, knapsack problem, heavy-tail mutation operator, chance-constrained optimization, evolutionary algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390162} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ben-Iwhiwhu:2020:GECCO, author = {Eseoghene Ben-Iwhiwhu and Pawel Ladosz and Jeffery Dick and Wen-Hua Chen and Praveen Pilly and Andrea Soltoggio}, title = {Evolving Inborn Knowledge for Fast Adaptation in Dynamic POMDP Problems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390214}, doi = {doi:10.1145/3377930.3390214}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {280–288}, size = {9 pages}, keywords = {neuroevolution, neuromodulation, self modifying network, few-shots learning, adaptive agent, lifelong learning, hebbian learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390214} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bingham:2020:GECCO, author = {Garrett Bingham and William Macke and Risto Miikkulainen}, title = {Evolutionary Optimization of Deep Learning Activation Functions}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389841}, doi = {doi:10.1145/3377930.3389841}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {289–296}, size = {8 pages}, keywords = {metalearning, activation functions, evolutionary algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389841} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Costa:2020:GECCO, author = {Victor Costa and Nuno Louren\c{c}o and Jo\~{a}o Correia and Penousal Machado}, title = {Exploring the Evolution of GANs through Quality Diversity}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389824}, doi = {doi:10.1145/3377930.3389824}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {297–305}, size = {9 pages}, keywords = {neuroevolution, generative adversarial networks, quality diversity, coevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389824} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Dick:2020:GECCO, author = {Grant Dick and Caitlin A. Owen and Peter A. Whigham}, title = {Feature Standardisation and Coefficient Optimisation for Effective Symbolic Regression}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390237}, doi = {doi:10.1145/3377930.3390237}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {306–314}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, feature standardisation, symbolic regression, gradient descent}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390237} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{ElSaid:2020:GECCO, author = {AbdElRahman ElSaid and Joshua Karns and Zimeng Lyu and Daniel Krutz and Alexander Ororbia and Travis Desell}, title = {Improving Neuroevolutionary Transfer Learning of Deep Recurrent Neural Networks through Network-Aware Adaptation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390193}, doi = {doi:10.1145/3377930.3390193}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {315–323}, size = {9 pages}, keywords = {recurrent neural networks, neuroevolution, transfer learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390193} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Evans:2020:GECCO, author = {Benjamin P. Evans and Bing Xue and Mengjie Zhang}, title = {Improving Generalisation of AutoML Systems with Dynamic Fitness Evaluations}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389805}, doi = {doi:10.1145/3377930.3389805}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {324–332}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, AutoML, automated machine learning, regularized evolution, dynamic fitness evaluations, regularization, generalisation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389805} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gonzalez-Almagro:2020:GECCO, author = {German Gonzalez-Almagro and Alejandro Rosales-Perez and Julian Luengo and Jose-Ramon Cano and Salvador Garcia}, title = {Improving Constrained Clustering via Decomposition-Based Multiobjective Optimization with Memetic Elitism}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390187}, doi = {doi:10.1145/3377930.3390187}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {333–341}, size = {9 pages}, keywords = {memetic elitis MOEA, multiobjective optimization, pairwise instance-level constraints, semi-supervised learning, constrained clustering}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390187} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Horiuchi:2020:GECCO, author = {Motoki Horiuchi and Masaya Nakata}, title = {Self-Adaptation of XCS Learning Parameters Based on Learning Theory}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389814}, doi = {doi:10.1145/3377930.3389814}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {342–349}, size = {8 pages}, keywords = {self-adaptation, learning classifier system, theory}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389814} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Javaheripi:2020:GECCO, author = {Mojan Javaheripi and Mohammad Samragh and Tara Javidi and Farinaz Koushanfar}, title = {GeneCAI: GeneTic Evolution for Acquiring COmpact AI}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390226}, doi = {doi:10.1145/3377930.3390226}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {350–358}, size = {9 pages}, keywords = {computer aided/automated design, parallel optimization, genetic algorithms, multi-objective optimization, deep learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390226} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Liskowski:2020:GECCO, author = {Pawel Liskowski and Krzysztof Krawiec and Nihat Engin Toklu and Jerry Swan}, title = {Program Synthesis as Latent Continuous Optimization: Evolutionary Search in Neural Embeddings}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390213}, doi = {doi:10.1145/3377930.3390213}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {359–367}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, embedding, deep learning, program synthesis, autoencoders}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390213} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Liu:2020:GECCO, author = {Yi Liu and Will N. Browne and Bing Xue}, title = {Absumption and Subsumption Based Learning Classifier Systems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389813}, doi = {doi:10.1145/3377930.3389813}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {368–376}, size = {9 pages}, keywords = {data mining, learning classifier system, pattern visualization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389813} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nguyen:2020:GECCO, author = {Trung B. Nguyen and Will N. Browne and Mengjie Zhang}, title = {Relatedness Measures to Aid the Transfer of Building Blocks among Multiple Tasks}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390169}, doi = {doi:10.1145/3377930.3390169}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {377–385}, size = {9 pages}, keywords = {XOF, LCS, code fragments, XCS}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390169} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{O’Neill:2020:GECCO, author = {Damien O’Neill and Bing Xue and Mengjie Zhang}, title = {Neural Architecture Search for Sparse DenseNets with Dynamic Compression}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390178}, doi = {doi:10.1145/3377930.3390178}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {386–394}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390178} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Siddique:2020:GECCO, author = {Abubakar Siddique and Will N. Browne and Gina M. Grimshaw}, title = {Lateralized Learning for Robustness against Adversarial Attacks in a Visual Classification System}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390164}, doi = {doi:10.1145/3377930.3390164}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {395–403}, size = {9 pages}, keywords = {adversarial attacks, lateralization, modular learning, learning classifier systems, deep learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390164} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Stein:2020:GECCO, author = {Anthony Stein and Roland Maier and Lukas Rosenbauer and J\"{o}rg H\"{a}hner}, title = {XCS Classifier System with Experience Replay}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390249}, doi = {doi:10.1145/3377930.3390249}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {404–413}, size = {10 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390249} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tang:2020:GECCO, author = {Yujin Tang and Duong Nguyen and David Ha}, title = {Neuroevolution of Self-Interpretable Agents}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389847}, doi = {doi:10.1145/3377930.3389847}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {414–424}, size = {11 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389847} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Toutouh:2020:GECCO, author = {Jamal Toutouh and Erik Hemberg and Una-May O’Reily}, title = {Re-Purposing Heterogeneous Generative Ensembles with Evolutionary Computation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390229}, doi = {doi:10.1145/3377930.3390229}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {425–434}, size = {10 pages}, keywords = {generative adversarial networks, diversity, genetic algorithms, ensembles}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390229} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Uriot:2020:GECCO, author = {Thomas Uriot and Dario Izzo}, title = {Safe Crossover of Neural Networks through Neuron Alignment}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390197}, doi = {doi:10.1145/3377930.3390197}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {435–443}, size = {9 pages}, keywords = {crossover, genetic algorithms, competing conventions, canonical correlation analysis, neuroevolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390197} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Xu:2020:GECCO, author = {Hang Xu and Bing Xue and Mengjie Zhang}, title = {Segmented Initialization and Offspring Modification in Evolutionary Algorithms for Bi-Objective Feature Selection}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390192}, doi = {doi:10.1145/3377930.3390192}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {444–452}, size = {9 pages}, keywords = {feature selection, classification, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390192} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Yates:2020:GECCO, author = {Connor Yates and Reid Christopher and Kagan Tumer}, title = {Multi-Fitness Learning for Behavior-Driven Cooperation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390220}, doi = {doi:10.1145/3377930.3390220}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {453–461}, size = {9 pages}, keywords = {multi-fitness learning, co-evolutionary algorithms, fitness structures for learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390220} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Berveglieri:2020:GECCO, author = {Nicolas Berveglieri and Bilel Derbel and Arnaud Liefooghe and Hern\'{a}n Aguirre and Qingfu Zhang and Kiyoshi Tanaka}, title = {Designing Parallelism in Surrogate-Assisted Multiobjective Optimization Based on Decomposition}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390202}, doi = {doi:10.1145/3377930.3390202}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {462–470}, size = {9 pages}, keywords = {parallelism benchmarking, multiobjective optimization, surrogates}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390202} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Binder:2020:GECCO, author = {Martin Binder and Julia Moosbauer and Janek Thomas and Bernd Bischl}, title = {Multi-Objective Hyperparameter Tuning and Feature Selection Using Filter Ensembles}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389815}, doi = {doi:10.1145/3377930.3389815}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {471–479}, size = {9 pages}, keywords = {hyperparameter optimization, multiobjective optimization, feature selection, evolutionary algorithms, model-based optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389815} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Botello-Aceves:2020:GECCO, author = {Salvador Botello-Aceves and Arturo Hernandez-Aguirre and S. Ivvan Valdez}, title = {Computation of the Improvement Directions of the Pareto Front and Its Application to MOEAs}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390165}, doi = {doi:10.1145/3377930.3390165}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {480–488}, size = {9 pages}, keywords = {local search, multi-objective optimization, memetic algorithm, multi-objective evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390165} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Fieldsend:2020:GECCO, author = {Jonathan. E. Fieldsend}, title = {Data Structures for Non-Dominated Sets: Implementations and Empirical Assessment of Two Decades of Advances}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390150}, doi = {doi:10.1145/3377930.3390150}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {489–497}, size = {9 pages}, keywords = {real-time statistics, computational efficiency, real-time analysis, data structures}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390150} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{He:2020:GECCO, author = {Linjun He and Auraham Camacho and Hisao Ishibuchi}, title = {Another Difficulty of Inverted Triangular Pareto Fronts for Decomposition-Based Multi-Objective Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390196}, doi = {doi:10.1145/3377930.3390196}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {498–506}, size = {9 pages}, keywords = {weight vectors, pareto front shape, decomposition-based multi-objective algorithm, multi-objective optimization, many-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390196} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ishibuchi:2020:GECCO, author = {Hisao Ishibuchi and Takashi Matsumoto and Naoki Masuyama and Yusuke Nojima}, title = {Effects of Dominance Resistant Solutions on the Performance of Evolutionary Multi-Objective and Many-Objective Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390166}, doi = {doi:10.1145/3377930.3390166}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {507–515}, size = {9 pages}, keywords = {NSGA-II, NSGA-III, MOEA/D, evolutionary multi-objective optimization, pareto dominance-based algorithms, decomposition-based algorithms, evolutionary many-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390166} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mishra:2020:GECCO, author = {Sumit Mishra and Maxim Buzdalov}, title = {If Unsure, Shuffle: Deductive Sort is Θ(MN3), but O(MN2) in Expectation over Input Permutations}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390246}, doi = {doi:10.1145/3377930.3390246}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {516–523}, size = {8 pages}, keywords = {non-dominated sorting, time complexity, dominance comparisons}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390246} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nan:2020:GECCO, author = {Yang Nan and Ke Shang and Hisao Ishibuchi}, title = {What is a Good Direction Vector Set for the R2-Based Hypervolume Contribution Approximation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390171}, doi = {doi:10.1145/3377930.3390171}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {524–532}, size = {9 pages}, keywords = {hypervolume contribution approximation, evolutionary multi-objective optimization, direction vectors}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390171} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ozaki:2020:GECCO, author = {Yoshihiko Ozaki and Yuki Tanigaki and Shuhei Watanabe and Masaki Onishi}, title = {Multiobjective Tree-Structured Parzen Estimator for Computationally Expensive Optimization Problems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389817}, doi = {doi:10.1145/3377930.3389817}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {533–541}, size = {9 pages}, keywords = {tree-structured parzen estimator, infill criteria, multiobjective optimization, bayesian optimization, surrogate modeling, computationally expensive optimization, machine learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389817} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pruvost:2020:GECCO, author = {Geoffrey Pruvost and Bilel Derbel and Arnaud Liefooghe and S\'{e}bastien Verel and Qingfu Zhang}, title = {Surrogate-Assisted Multi-Objective Combinatorial Optimization Based on Decomposition and Walsh Basis}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390149}, doi = {doi:10.1145/3377930.3390149}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {542–550}, size = {9 pages}, keywords = {decomposition, multi-objective optimization, discrete surrogates}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390149} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Roostapour:2020:GECCO, author = {Vahid Roostapour and Jakob Bossek and Frank Neumann}, title = {Runtime Analysis of Evolutionary Algorithms with Biased Mutation for the Multi-Objective Minimum Spanning Tree Problem}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390168}, doi = {doi:10.1145/3377930.3390168}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {551–559}, size = {9 pages}, keywords = {evolutionary algorithms, biased mutation, minimum spanning tree problem, runtime analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390168} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ruan:2020:GECCO, author = {Xiaoran Ruan and Ke Li and Bilel Derbel and Arnaud Liefooghe}, title = {Surrogate Assisted Evolutionary Algorithm for Medium Scale Multi-Objective Optimisation Problems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390191}, doi = {doi:10.1145/3377930.3390191}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {560–568}, size = {9 pages}, keywords = {computationally expensive optimisation, surrogate modelling, multi-objective optimisation, evolutionary algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390191} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tomczyk:2020:GECCO, author = {Micha\l{} K. Tomczyk and Mi\l{}osz Kadzi\'{n}ski}, title = {On the Elicitation of Indirect Preferences in Interactive Evolutionary Multiple Objective Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389826}, doi = {doi:10.1145/3377930.3389826}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {569–577}, size = {9 pages}, keywords = {evolutionary algorithms, pairwise comparisons, preference learning, interactive algorithms, multiple objective optimization, decomposition-based algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389826} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pellicer:2020:GECCO, author = {Pablo Valledor Pellicer and Miguel Iglesias Escudero and Silvino Fern\'{a}ndez Alzueta and Kalyanmoy Deb}, title = {Gap Finding and Validation in Evolutionary Multi- and Many-Objective Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389835}, doi = {doi:10.1145/3377930.3389835}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {578–586}, size = {9 pages}, keywords = {many-objective optimization, pareto-optimal front, evolutionary algorithms, gaps, R-NSGA-III}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389835} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wang:2020:GECCO, author = {Xilu Wang and Yaochu Jin and Sebastian Schmitt and Markus Olhofer}, title = {Transfer Learning for Gaussian Process Assisted Evolutionary Bi-Objective Optimization for Objectives with Different Evaluation Times}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390147}, doi = {doi:10.1145/3377930.3390147}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {587–594}, size = {8 pages}, keywords = {gaussian processes, bayesian optimization, evolutionary algorithms, surrogate models, delayed objective functions, transfer learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390147} 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:GECCO, author = {Sa\'{u}l Zapotecas-Mart\'{\i}nez and Antonin Ponsich}, title = {Constraint Handling within MOEA/D through an Additional Scalarizing Function}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390240}, doi = {doi:10.1145/3377930.3390240}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {595–602}, size = {8 pages}, keywords = {decomposition approach, multi-objective evolutionary algorithms, scalarizing functions, constrained handling techniques}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390240} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bouter:2020:GECCO, author = {Anton Bouter and Stefanus C. Maree and Tanja Alderliesten and Peter A. N. Bosman}, title = {Leveraging Conditional Linkage Models in Gray-Box Optimization with the Real-Valued Gene-Pool Optimal Mixing Evolutionary Algorithm}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390225}, doi = {doi:10.1145/3377930.3390225}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {603–611}, size = {9 pages}, keywords = {GOMEA, linkage modeling, gray-box optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390225} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lang:2020:GECCO, author = {Ryan Dieter Lang and Andries Petrus Engelbrecht}, title = {Distributed Random Walks for Fitness Landscape Analysis}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389829}, doi = {doi:10.1145/3377930.3389829}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {612–619}, size = {8 pages}, keywords = {random walk algorithms, distributed random walk algorithm, fitness landscape analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389829} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Liu:2020:GECCOa, author = {Jialin Liu and Antoine Moreau and Mike Preuss and Jeremy Rapin and Baptiste Roziere and Fabien Teytaud and Olivier Teytaud}, title = {Versatile Black-Box Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389838}, doi = {doi:10.1145/3377930.3389838}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {620–628}, size = {9 pages}, keywords = {portfolio algorithm, black-box optimization, open source platform, gradient-free algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389838} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Mejia-de-Dios:2020:GECCO, author = {Jes\'{u}s-Adolfo Mej\'{\i}a-de-Dios and Efr\'{e}n Mezura-Montes}, title = {A Surrogate-Assisted Metaheuristic for Bilevel Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390236}, doi = {doi:10.1145/3377930.3390236}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {629–635}, size = {7 pages}, keywords = {metaheuristic, surrogate-assisted, bilevel optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390236} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sakamoto:2020:GECCO, author = {Naoki Sakamoto and Eiji Semmatsu and Kazuto Fukuchi and Jun Sakuma and Youhei Akimoto}, title = {Deep Generative Model for Non-Convex Constraint Handling}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390170}, doi = {doi:10.1145/3377930.3390170}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {636–644}, size = {9 pages}, keywords = {non-convex constraint handling, generative adversarial networks, black-box optimization, CMA-ES, deep generative model}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390170} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Tanabe:2020:GECCO, author = {Ryoji Tanabe}, title = {Analyzing Adaptive Parameter Landscapes in Parameter Adaptation Methods for Differential Evolution}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389820}, doi = {doi:10.1145/3377930.3389820}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {645–653}, size = {9 pages}, keywords = {DE, parameter adaptation methods, landscape analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389820} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Vermetten:2020:GECCO, author = {Diederick Vermetten and Hao Wang and Thomas B\"{a}ck and Carola Doerr}, title = {Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390189}, doi = {doi:10.1145/3377930.3390189}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {654–662}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390189} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Abdelatti:2020:GECCO, author = {Marwan F. Abdelatti and Manbir S. Sodhi}, title = {An Improved GPU-Accelerated Heuristic Technique Applied to the Capacitated Vehicle Routing Problem}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390159}, doi = {doi:10.1145/3377930.3390159}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {663–671}, size = {9 pages}, keywords = {parallelization, GPU, vehicle routing problem, genetic algorithms, local search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390159} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Carvalho:2020:GECCO, author = {Pedro Carvalho and Nuno Louren\c{c}o and Filipe Assun\c{c}\~{a}o and Penousal Machado}, title = {AutoLR: An Evolutionary Approach to Learning Rate Policies}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390158}, doi = {doi:10.1145/3377930.3390158}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {672–680}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, learning rate schedulers, structured grammatical evolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390158} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Do:2020:GECCO, author = {Anh Viet Do and Jakob Bossek and Aneta Neumann and Frank Neumann}, title = {Evolving Diverse Sets of Tours for the Travelling Salesperson Problem}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389844}, doi = {doi:10.1145/3377930.3389844}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {681–689}, size = {9 pages}, keywords = {diversity maximisation, travelling salesperson problem, evolutionary algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389844} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Dwianto:2020:GECCO, author = {Yohanes Bimo Dwianto and Hiroaki Fukumoto and Akira Oyama}, title = {Adaptively Preserving Solutions in Both Feasible and Infeasible Regions on Generalized Multiple Constraint Ranking}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390176}, doi = {doi:10.1145/3377930.3390176}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {690–698}, size = {9 pages}, keywords = {genetic algorithm, constraint handling technique, generalized multiple constraint ranking}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390176} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gutierrez:2020:GECCO, author = {Elena Guti\'{e}rrez and Takamasa Okudono and Masaki Waga and Ichiro Hasuo}, title = {Genetic Algorithm for the Weight Maximization Problem on Weighted Automata}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390227}, doi = {doi:10.1145/3377930.3390227}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {699–707}, size = {9 pages}, keywords = {weighted automata, metaheuristics, recurrent neural networks, genetic algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390227} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Komarnicki:2020:GECCO, author = {Marcin M. Komarnicki and Michal W. Przewozniczek and Tomasz M. Durda}, title = {Comparative Mixing for DSMGA-II}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390223}, doi = {doi:10.1145/3377930.3390223}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {708–716}, size = {9 pages}, keywords = {model building, estimation-of-distribution algorithm, linkage learning, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390223} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{KummerN.:2020:GECCO, author = {Alberto F. {Kummer N.} and Luciana S. Buriol and Olinto C. B. {de Ara\'{u}jo}}, title = {A Biased Random Key Genetic Algorithm Applied to the VRPTW with Skill Requirements and Synchronization Constraints}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390209}, doi = {doi:10.1145/3377930.3390209}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {717–724}, size = {8 pages}, keywords = {vehicle routing problem with time windows, biased random key genetic algorithm, route synchronization constraints}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390209} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Nguyen:2020:GECCOa, author = {Tien Thanh Nguyen and Nang {Van Pham} and Manh Truong Dang and Anh Vu Luong and John McCall and Alan Wee Chung Liew}, title = {Multi-Layer Heterogeneous Ensemble with Classifier and Feature Selection}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389832}, doi = {doi:10.1145/3377930.3389832}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {725–733}, size = {9 pages}, keywords = {ensemble of classifiers, feature selection, classifier selection, deep learning, ensemble method, multiple classifiers}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389832} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sabin:2020:GECCO, author = {Gustavo Post Sabin and Telma Woerle {de Lima} and Anderson da Silva Soares}, title = {New Search Operators for Node-Depth Based Encoding}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390238}, doi = {doi:10.1145/3377930.3390238}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {734–741}, size = {8 pages}, keywords = {evolutionary algorithms, representations, search operators}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390238} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Przewozniczek:2020:GECCO, author = {Michal W. Przewozniczek and Bartosz Frej and Marcin M. Komarnicki}, title = {On Measuring and Improving the Quality of Linkage Learning in Modern Evolutionary Algorithms Applied to Solve Partially Additively Separable Problems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390242}, doi = {doi:10.1145/3377930.3390242}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {742–750}, size = {9 pages}, keywords = {linkage learning, model building, estimation-of-distribution algorithm, genetic algorithm, linkage quality measurement}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390242} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Treimun-Costa:2020:GECCO, author = {German Treimun-Costa and Elizabeth Montero and Gabriela Ochoa and Nicol\'{a}s Rojas-Morales}, title = {Modelling Parameter Configuration Spaces with Local Optima Networks}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390199}, doi = {doi:10.1145/3377930.3390199}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {751–759}, size = {9 pages}, keywords = {parameter setting problem, local optima networks, tuning methods, parameter configuration space}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390199} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Whitley:2020:GECCO, author = {Darrell Whitley and Hernan Aguirre and Andrew Sutton}, title = {Understanding Transforms of Pseudo-Boolean Functions}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390144}, doi = {doi:10.1145/3377930.3390144}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {760–768}, size = {9 pages}, keywords = {bit representations, combinatorial optimization, pseudo-boolean functions, epistatsis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390144} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Akinola:2020:GECCO, author = {Adefunke Akinola and Mark Wineberg}, title = {Using Implicit Multi-Objectives Properties to Mitigate against Forgetfulness in Coevolutionary Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389825}, doi = {doi:10.1145/3377930.3389825}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {769–777}, size = {9 pages}, keywords = {extended elitism, multi objectives, pareto front, co-evolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389825} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bossek:2020:GECCOa, author = {Jakob Bossek and Carola Doerr and Pascal Kerschke}, title = {Initial Design Strategies and Their Effects on Sequential Model-Based Optimization: An Exploratory Case Study Based on BBOB}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390155}, doi = {doi:10.1145/3377930.3390155}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {778–786}, size = {9 pages}, keywords = {initial design, sequential model-based optimization, continuous black-box optimization, design of experiments}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390155} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{DeAth:2020:GECCO, author = {George {De Ath} and Richard M. Everson and Jonathan E. Fieldsend and Alma A. M. Rahat}, title = {ϵ-Shotgun: ϵ-Greedy Batch Bayesian Optimisation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390154}, doi = {doi:10.1145/3377930.3390154}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {787–795}, size = {9 pages}, keywords = {bayesian optimisation, parallel, batch, infill criteria, acquisition function, ϵ-greedy, exploitation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390154} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doerr:2020:GECCO, author = {Benjamin Doerr and Martin S. Krejca}, title = {Bivariate Estimation-of-Distribution Algorithms Can Find an Exponential Number of Optima}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390177}, doi = {doi:10.1145/3377930.3390177}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {796–804}, size = {9 pages}, keywords = {empirical study, estimation-of-distribution algorithms, probabilistic model building}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390177} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doerr:2020:GECCOa, author = {Benjamin Doerr and Weijie Zheng}, title = {From Understanding Genetic Drift to a Smart-Restart Parameter-Less Compact Genetic Algorithm}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390163}, doi = {doi:10.1145/3377930.3390163}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {805–813}, size = {9 pages}, keywords = {parameter-less algorithm, estimation-of-distribution algorithms, empirical study, theory}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390163} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Francon:2020:GECCO, author = {Olivier Francon and Santiago Gonzalez and Babak Hodjat and Elliot Meyerson and Risto Miikkulainen and Xin Qiu and Hormoz Shahrzad}, title = {Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389842}, doi = {doi:10.1145/3377930.3389842}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {814–822}, size = {9 pages}, keywords = {surrogate-assisted evolution, decision making, neural networks, genetic algorithms, reinforcement learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389842} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hall:2020:GECCO, author = {George T. Hall and Pietro S. Oliveto and Dirk Sudholt}, title = {Analysis of the Performance of Algorithm Configurators for Search Heuristics with Global Mutation Operators}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390218}, doi = {doi:10.1145/3377930.3390218}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {823–831}, size = {9 pages}, keywords = {algorithm configurators, parameter tuning, runtime analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390218} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Fajardo:2020:GECCO, author = {Mario Alejandro Hevia Fajardo and Dirk Sudholt}, title = {On the Choice of the Parameter Control Mechanism in the (1+(λ, λ)) Genetic Algorithm}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390200}, doi = {doi:10.1145/3377930.3390200}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {832–840}, size = {9 pages}, keywords = {runtime analysis, theory, parameter control}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390200} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jankovic:2020:GECCO, author = {Anja Jankovic and Carola Doerr}, title = {Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390183}, doi = {doi:10.1145/3377930.3390183}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {841–849}, size = {9 pages}, keywords = {performance regression, landscape-aware algorithm selection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390183} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jesus:2020:GECCO, author = {Alexandre D. Jesus and Arnaud Liefooghe and Bilel Derbel and Lu\'{\i}s Paquete}, title = {Algorithm Selection of Anytime Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390185}, doi = {doi:10.1145/3377930.3390185}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {850–858}, size = {9 pages}, keywords = {algorithm selection, anytime algorithms, anytime performance measure}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390185} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Karmelita:2020:GECCO, author = {Marcin Karmelita and Tomasz P. Pawlak}, title = {CMA-ES for One-Class Constraint Synthesis}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389807}, doi = {doi:10.1145/3377930.3389807}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {859–867}, size = {9 pages}, keywords = {model acquisition, linear programming, constraint learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389807} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rehbach:2020:GECCO, author = {Frederik Rehbach and Martin Zaefferer and Boris Naujoks and Thomas Bartz-Beielstein}, title = {Expected Improvement versus Predicted Value in Surrogate-Based Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389816}, doi = {doi:10.1145/3377930.3389816}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {868–876}, size = {9 pages}, keywords = {surrogate-based optimization, acquisition function, bayesian optimization, infill criterion}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389816} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Richter:2020:GECCO, author = {Jakob Richter and Junjie Shi and Jian-Jia Chen and J\"{o}rg Rahnenf\"{u}hrer and Michel Lang}, title = {Model-Based Optimization with Concept Drifts}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390175}, doi = {doi:10.1145/3377930.3390175}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {877–885}, size = {9 pages}, keywords = {bayesian optimization, dynamic optimization problems, model-based optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390175} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sapra:2020:GECCO, author = {Dolly Sapra and Andy D. Pimentel}, title = {An Evolutionary Optimization Algorithm for Gradually Saturating Objective Functions}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389834}, doi = {doi:10.1145/3377930.3389834}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {886–893}, size = {8 pages}, keywords = {dynamic optimization, genetic algorithms}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389834} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Schulte:2020:GECCO, author = {Julian Schulte and Volker Nissen}, title = {Sensitivity Analysis in Constrained Evolutionary Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390222}, doi = {doi:10.1145/3377930.3390222}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {894–902}, size = {9 pages}, keywords = {multi-objective optimization, bilevel optimization, innovization, visual analytics, evolutionary optimization, data mining, knapsack, sensitivity analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390222} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Vermetten:2020:GECCOa, author = {Diederick Vermetten and Hao Wang and Carola Doerr and Thomas B\"{a}ck}, title = {Integrated vs. Sequential Approaches for Selecting and Tuning CMA-ES Variants}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389831}, doi = {doi:10.1145/3377930.3389831}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {903–912}, size = {10 pages}, keywords = {algorithm control, algorithm selection, iterative optimization heuristics, black-box optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389831} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Al-Helali:2020:GECCO, author = {Baligh Al-Helali and Qi Chen and Bing Xue and Mengjie Zhang}, title = {Multi-Tree Genetic Programming for Feature Construction-Based Domain Adaptation in Symbolic Regression with Incomplete Data}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390160}, doi = {doi:10.1145/3377930.3390160}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {913–921}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, transfer tearning, symbolic regression, incomplete data}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390160} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Chen:2020:GECCO, author = {Qi Chen and Bing Xue and Mengjie Zhang}, title = {Improving Symbolic Regression Based on Correlation between Residuals and Variables}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390161}, doi = {doi:10.1145/3377930.3390161}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {922–930}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, symbolic regression, evaluation measure, generalisation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390161} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Sotto:2020:GECCO, author = {L\'{e}o Fran\c{c}oso D. P. Sotto and Paul Kaufmann and Timothy Atkinson and Roman Kalkreuth and M\'{a}rcio Porto Basgalupp}, title = {A Study on Graph Representations for Genetic Programming}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390234}, doi = {doi:10.1145/3377930.3390234}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {931–939}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, evolutionary algorithms, linear genetic programming, evolving graphs by graph programming}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390234} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Hodan:2020:GECCO, author = {David Hodan and Vojtech Mrazek and Zdenek Vasicek}, title = {Semantically-Oriented Mutation Operator in Cartesian Genetic Programming for Evolutionary Circuit Design}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390188}, doi = {doi:10.1145/3377930.3390188}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {940–948}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, cartesian genetic programming, evolutionary circuit design, semantic operator, semantic mutation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390188} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kelly:2020:GECCO, author = {Stephen Kelly and Jacob Newsted and Wolfgang Banzhaf and Cedric Gondro}, title = {A Modular Memory Framework for Time Series Prediction}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390216}, doi = {doi:10.1145/3377930.3390216}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {949–957}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, time series prediction, memory, modularity}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390216} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kubalik:2020:GECCO, author = {Ji\v{r}\'{\i} Kubal\'{\i}k and Erik Derner and Robert Babu\v{s}ka}, title = {Symbolic Regression Driven by Training Data and Prior Knowledge}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390152}, doi = {doi:10.1145/3377930.3390152}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {958–966}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, symbolic regression, model learning, multi-objective optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390152} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{LaCava:2020:GECCO, author = {William {La Cava} and Jason H. Moore}, title = {Genetic Programming Approaches to Learning Fair Classifiers}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390157}, doi = {doi:10.1145/3377930.3390157}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {967–975}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, fairness, classification, pareto optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390157} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lopez:2020:GECCO, author = {Uriel L\'{o}pez and Leonardo Trujillo and Sara Silva and Leonardo Vanneschi and Pierrick Legrand}, title = {Unlabeled Multi-Target Regression with Genetic Programming}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389846}, doi = {doi:10.1145/3377930.3389846}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {976–984}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, unlabeled multi-target regression, clustering, RANSAC, multi-target regression}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389846} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Manzoni:2020:GECCO, author = {Luca Manzoni and Domagoj Jakobovic and Luca Mariot and Stjepan Picek and Mauro Castelli}, title = {Towards an Evolutionary-Based Approach for Natural Language Processing}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390248}, doi = {doi:10.1145/3377930.3390248}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {985–993}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, next word prediction, natural language processing}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390248} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pantridge:2020:GECCO, author = {Edward Pantridge and Lee Spector}, title = {Code Building Genetic Programming}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390239}, doi = {doi:10.1145/3377930.3390239}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {994–1002}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, automatic programming, inductive program synthesis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390239} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Raymond:2020:GECCO, author = {Christian Raymond and Qi Chen and Bing Xue and Mengjie Zhang}, title = {Adaptive Weighted Splines: A New Representation to Genetic Programming for Symbolic Regression}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390244}, doi = {doi:10.1145/3377930.3390244}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1003–1011}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, symbolic regression, generalization, spline, representation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390244} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Schmitt:2020:GECCO, author = {Jonas Schmitt and Sebastian Kuckuk and Harald K\"{o}stler}, title = {Constructing Efficient Multigrid Solvers with Genetic Programming}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389811}, doi = {doi:10.1145/3377930.3389811}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1012–1020}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, geometric multigrid, context-free grammar, local fourier analysis, code generation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389811} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Villanueva:2020:GECCO, author = {Omar M. Villanueva and Leonardo Trujillo and Daniel E Hernandez}, title = {Novelty Search for Automatic Bug Repair}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389845}, doi = {doi:10.1145/3377930.3389845}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1021–1028}, size = {8 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, genetic improvement, GenProg, novelty search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389845} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Welsch:2020:GECCO, author = {Thomas Welsch and Vitaliy Kurlin}, title = {Synthesis through Unification Genetic Programming}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390208}, doi = {doi:10.1145/3377930.3390208}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1029–1036}, size = {8 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, search based program synthesis, divide and conquer}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390208} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wittenberg:2020:GECCO, author = {David Wittenberg and Franz Rothlauf and Dirk Schweim}, title = {DAE-GP: Denoising Autoencoder LSTM Networks as Probabilistic Models in Estimation of Distribution Genetic Programming}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390180}, doi = {doi:10.1145/3377930.3390180}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1037–1045}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, estimation of distribution algorithms, long short-term memory networks, denoising autoencoders}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390180} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Back:2020:GECCO, author = {Philipp Back and Antti Suominen and Pekka Malo and Olli Tahvonen and Julian Blank and Kalyanmoy Deb}, title = {Towards Sustainable Forest Management Strategies with MOEAs}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389837}, doi = {doi:10.1145/3377930.3389837}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1046–1054}, size = {9 pages}, keywords = {economic forest research, NSGA-III, optimal forest management, multi-objective optimization, MOEA/D, NSGA-II}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389837} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Calo:2020:GECCO, author = {Alessandro Cal\`{o} and Paolo Arcaini and Shaukat Ali and Florian Hauer and Fuyuki Ishikawa}, title = {Simultaneously Searching and Solving Multiple Avoidable Collisions for Testing Autonomous Driving Systems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389827}, doi = {doi:10.1145/3377930.3389827}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1055–1063}, size = {9 pages}, keywords = {avoidable collision, autonomous driving, search-based testing, path planner}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389827} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Djurasevic:2020:GECCO, author = {Marko Djurasevic and Domagoj Jakobovic and Stjepan Picek}, title = {One Property to Rule Them All? On the Limits of Trade-Offs for S-Boxes}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390247}, doi = {doi:10.1145/3377930.3390247}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1064–1072}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, evolutionary algorithms, trade-off, cryptography, S-boxes}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390247} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Drouet:2020:GECCO, author = {V. Drouet and S. Verel and J.-M. Do}, title = {Surrogate-Assisted Asynchronous Multiobjective Algorithm for Nuclear Power Plant Operations}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390206}, doi = {doi:10.1145/3377930.3390206}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1073–1081}, size = {9 pages}, keywords = {empirical study, combinatorial optimization, surrogate model/fitness approximation, local search}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390206} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Gossuin:2020:GECCO, author = {Thomas Gossuin and Didier Garray and Vincent Kelner}, title = {Multi-Objective Optimal Distribution of Materials in Hybrid Components}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390190}, doi = {doi:10.1145/3377930.3390190}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1082–1088}, size = {7 pages}, keywords = {finite element analysis, vorono\"{\i} tessellation, composite material, multi-objective optimization, hybrid components}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390190} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Green:2020:GECCO, author = {Maxfield E. Green and Todd F. DeLuca and Karl WD. Kaiser}, title = {Modeling Wildfire Using Evolutionary Cellular Automata}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389836}, doi = {doi:10.1145/3377930.3389836}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1089–1097}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, cellular automata, wildfire simulation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389836} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Haqqani:2020:GECCO, author = {Mohammad Haqqani and Xiaodong Li and Xinghuo Yu}, title = {Non-Deterministic Journey Planning in Multi-Modal Transportation Networks: A Meta-Heuristic Approach}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390186}, doi = {doi:10.1145/3377930.3390186}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1098–1106}, size = {9 pages}, keywords = {multi-modal transport, multi-criteria journey planning, non-deterministic planning, contingent planning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390186} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Jia:2020:GECCO, author = {Ya-Hui Jia and Yi Mei and Mengjie Zhang}, title = {A Memetic Level-Based Learning Swarm Optimizer for Large-Scale Water Distribution Network Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389828}, doi = {doi:10.1145/3377930.3389828}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1107–1115}, size = {9 pages}, keywords = {water distribution network, local search, level-based learning swarm optimizer, large-scale optimization}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389828} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Johns:2020:GECCO, author = {Matthew B. Johns and Herman A. Mahmoud and Edward C. Keedwell and Dragan A. Savic}, title = {Adaptive Augmented Evolutionary Intelligence for the Design of Water Distribution Networks}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390204}, doi = {doi:10.1145/3377930.3390204}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1116–1124}, size = {9 pages}, keywords = {water distribution network design, knowledge guided search, human-computer interaction, evolutionary algorithm, real-world application, machine learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390204} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Kroes:2020:GECCO, author = {Mairin Kroes and Lucian Petrica and Sorin Cotofana and Michaela Blott}, title = {Evolutionary Bin Packing for Memory-Efficient Dataflow Inference Acceleration on FPGA}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389808}, doi = {doi:10.1145/3377930.3389808}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1125–1133}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389808} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Leon:2020:GECCO, author = {Miguel Leon and Christoffer Parkkila and Jonatan Tidare and Ning Xiong and Elaine Astrand}, title = {Impact of NSGA-II Objectives on EEG Feature Selection Related to Motor Imagery}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390198}, doi = {doi:10.1145/3377930.3390198}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1134–1142}, size = {9 pages}, keywords = {feature selection, mental imagery, fast elitist non-dominated sorting genetic algorithm (NSGA-II), ElectroEncephaloGram (EEG)}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390198} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Lourenco:2020:GECCO, author = {Nuno Louren\c{c}o and J. Manuel Colmenar and J. Ignacio Hidalgo and Sancho Salcedo-Sanz}, title = {Evolving Energy Demand Estimation Models over Macroeconomic Indicators}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390153}, doi = {doi:10.1145/3377930.3390153}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1143–1149}, size = {7 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, performance, structured grammatical evolution}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390153} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Neshat:2020:GECCO, author = {Mehdi Neshat and Bradley Alexander and Nataliia Y. Sergiienko and Markus Wagner}, title = {Optimisation of Large Wave Farms Using a Multi-Strategy Evolutionary Framework}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390235}, doi = {doi:10.1145/3377930.3390235}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1150–1158}, size = {9 pages}, keywords = {hybrid multi-strategy evolutionary method, wave energy converters, evolutionary algorithms, discrete local search, optimisation, large wave farm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390235} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Patel:2020:GECCO, author = {Nirav Patel and N. S. Narayanaswamy and Alok Joshi}, title = {Hybrid Genetic Algorithm for Ridesharing with Timing Constraints: Efficiency Analysis with Real-World Data}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389804}, doi = {doi:10.1145/3377930.3389804}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1159–1167}, size = {9 pages}, keywords = {orienteering problem, ridesharing, hybrid genetic algorithms, orienteering problem with time windows, artificial intelligence}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389804} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Pope:2020:GECCO, author = {Aaron Scott Pope and Daniel R. Tauritz}, title = {Automated Design of Multi-Level Network Partitioning Heuristics Employing Self-Adaptive Primitive Granularity Control}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389819}, doi = {doi:10.1145/3377930.3389819}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1168–1176}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, graph partitioning, primitive granularity control, generative hyper-heuristic, network segmentation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389819} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rehbach:2020:GECCOa, author = {Frederik Rehbach and Lorenzo Gentile and Thomas Bartz-Beielstein}, title = {Variable Reduction for Surrogate-Based Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390195}, doi = {doi:10.1145/3377930.3390195}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1177–1185}, size = {9 pages}, keywords = {modeling, dimensionality reduction, LASSO, surrogates, surrogate-based optimization, real-world}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390195} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Ain:2020:GECCO, author = {Qurrat Ul Ain and Harith Al-Sahaf and Bing Xue and Mengjie Zhang}, title = {A Genetic Programming Approach to Feature Construction for Ensemble Learning in Skin Cancer Detection}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390228}, doi = {doi:10.1145/3377930.3390228}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1186–1194}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, melanoma detection, feature construction, ensemble classifiers, multi-class classification}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390228} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Wilkins:2020:GECCO, author = {Zachary Wilkins and Nur Zincir-Heywood}, title = {COUGAR: Clustering of Unknown Malware Using Genetic Algorithm Routines}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390151}, doi = {doi:10.1145/3377930.3390151}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1195–1203}, size = {9 pages}, keywords = {malware, clustering, cyber security, cyber attack, multi-objective optimization, evolution, machine learning}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390151} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Albunian:2020:GECCO, author = {Nasser Albunian and Gordon Fraser and Dirk Sudholt}, title = {Causes and Effects of Fitness Landscapes in Unit Test Generation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390194}, doi = {doi:10.1145/3377930.3390194}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1204–1212}, size = {9 pages}, keywords = {empirical software engineering, fitness landscape analysis, genetic algorithm, search-based test generation}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390194} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Anjum:2020:GECCO, author = {Muhammad Sheraz Anjum and Conor Ryan}, title = {Scalability Analysis of Grammatical Evolution Based Test Data Generation}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390167}, doi = {doi:10.1145/3377930.3390167}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1213–1221}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, grammatical evolution, evolutionary testing, search based software testing, scalability, software testing, automatic test data generation, code coverage analysis, variable interdependencies}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390167} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Arrieta:2020:GECCO, author = {Aitor Arrieta and Joseba Andoni Agirre and Goiuria Sagardui}, title = {Seeding Strategies for Multi-Objective Test Case Selection: An Application on Simulation-Based Testing}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389810}, doi = {doi:10.1145/3377930.3389810}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1222–1231}, size = {10 pages}, keywords = {regression testing, search-based software testing, test case selection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389810} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bokhari:2020:GECCO, author = {Mahmoud A. Bokhari and Brad Alexander and Markus Wagner}, title = {Towards Rigorous Validation of Energy Optimisation Experiments}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390245}, doi = {doi:10.1145/3377930.3390245}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1232–1240}, size = {9 pages}, keywords = {genetic algorithms, genetic programming, genetic improvement, energy consumption, mobile applications, Android, non-functional properties}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390245} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Dougherty:2020:GECCO, author = {Ryan E. Dougherty}, title = {Genetic Algorithms for Redundancy in Interaction Testing}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390230}, doi = {doi:10.1145/3377930.3390230}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1241–1249}, size = {9 pages}, keywords = {covering array, search-based software engineering, redundancy, genetic algorithm}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390230} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Silva:2020:GECCO, author = {Diego Fernandes da Silva and Luiz Fernando Okada and Thelma Elita Colanzi and Wesley K. G. Assun\c{c}\~{a}o}, title = {Enhancing Search-Based Product Line Design with Crossover Operators}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390215}, doi = {doi:10.1145/3377930.3390215}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1250–1258}, size = {9 pages}, keywords = {multi-objective evolutionary algorithm, software architecture, software product line, recombination operators}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390215} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Antipov:2020:GECCO, author = {Denis Antipov and Benjamin Doerr and Vitalii Karavaev}, title = {The (1 + (λ,λ)) GA is Even Faster on Multimodal Problems}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390148}, doi = {doi:10.1145/3377930.3390148}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1259–1267}, size = {9 pages}, keywords = {crossover, runtime analysis, theory}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390148} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Antipov:2020:GECCOa, author = {Denis Antipov and Maxim Buzdalov and Benjamin Doerr}, title = {Fast Mutation in Crossover-Based Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390172}, doi = {doi:10.1145/3377930.3390172}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1268–1276}, size = {9 pages}, keywords = {crossover, parameterless algorithms, runtime analysis, theory}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390172} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bossek:2020:GECCOb, author = {Jakob Bossek and Frank Neumann and Pan Peng and Dirk Sudholt}, title = {More Effective Randomized Search Heuristics for Graph Coloring through Dynamic Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390174}, doi = {doi:10.1145/3377930.3390174}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1277–1285}, size = {9 pages}, keywords = {theory, evolutionary algorithms, dynamic optimization, running time analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390174} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Bossek:2020:GECCOc, author = {Jakob Bossek and Katrin Casel and Pascal Kerschke and Frank Neumann}, title = {The Node Weight Dependent Traveling Salesperson Problem: Approximation Algorithms and Randomized Search Heuristics}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390243}, doi = {doi:10.1145/3377930.3390243}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1286–1294}, size = {9 pages}, keywords = {running time analysis, evolutionary algorithms, dynamic optimization, theory}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390243} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Buzdalov:2020:GECCO, author = {Maxim Buzdalov and Benjamin Doerr and Carola Doerr and Dmitry Vinokurov}, title = {Fixed-Target Runtime Analysis}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390184}, doi = {doi:10.1145/3377930.3390184}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1295–1303}, size = {9 pages}, keywords = {fixed-target analysis, runtime analysis, fixed-budget analysis}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390184} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Doerr:2020:GECCOb, author = {Benjamin Doerr}, title = {Does Comma Selection Help to Cope with Local Optima?}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389823}, doi = {doi:10.1145/3377930.3389823}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1304–1313}, size = {10 pages}, keywords = {theory, runtime analysis, comma selection}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389823} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Rajabi:2020:GECCO, author = {Amirhossein Rajabi and Carsten Witt}, title = {Self-Adjusting Evolutionary Algorithms for Multimodal Optimization}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3389833}, doi = {doi:10.1145/3377930.3389833}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1314–1322}, size = {9 pages}, keywords = {self-adjusting algorithms, runtime analysis, randomised search heuristics, multimodal functions}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3389833} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, } @inproceedings{Oliveto:2020:GECCO, author = {Pietro S. Oliveto and Dirk Sudholt and Carsten Witt}, title = {A Tight Lower Bound on the Expected Runtime of Standard Steady State Genetic Algorithms}, year = {2020}, editor = {Carlos Artemio {Coello Coello} and Arturo Hernandez Aguirre and Josu Ceberio Uribe and Mario Garza Fabre and Gregorio {Toscano Pulido} and Katya Rodriguez-Vazquez and Elizabeth Wanner and Nadarajen Veerapen and Efren Mezura Montes and Richard Allmendinger and Hugo Terashima Marin and Markus Wagner and Thomas Bartz-Beielstein and Bogdan Filipic and Heike Trautmann and Ke Tang and John Koza and Erik Goodman and William B. Langdon and Miguel Nicolau and Christine Zarges and Vanessa Volz and Tea Tusar and Boris Naujoks and Peter A.N. Bosman and Darrell Whitley and Christine Solnon and Marde Helbig and Stephane Doncieux and Dennis G. Wilson and Francisco {Fernandez de Vega} and Luis Paquete and Francisco Chicano and Bing Xue and Jaume Bacardit and Sanaz Mostaghim and Jonathan Fieldsend and Oliver Schuetze and Dirk Arnold and Gabriela Ochoa and Carlos Segura and Carlos Cotta and Michael Emmerich and Mengjie Zhang and Robin Purshouse and Tapabrata Ray and Justyna Petke and Fuyuki Ishikawa and Johannes Lengler and Frank Neumann}, isbn13 = {9781450371285}, publisher = {Association for Computing Machinery}, publisher_address = {New York, NY, USA}, url = {https://doi.org/10.1145/3377930.3390212}, doi = {doi:10.1145/3377930.3390212}, booktitle = {Proceedings of the 2020 Genetic and Evolutionary Computation Conference}, pages = {1323–1331}, size = {9 pages}, address = {internet}, series = {GECCO '20}, month = {July 8-12}, organisation = {SIGEVO}, abstract = {}, notes = {Also known as \cite{10.1145/3377930.3390212} GECCO-2020 A Recombination of the 29th International Conference on Genetic Algorithms (ICGA) and the 25th Annual Genetic Programming Conference (GP)}, }