Genetic Programming Bibliography entries for Alberto Tonda

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GP coauthors/coeditors: Doina Bucur, Giovanni Iacca, Giovanni Squillero, Andrea Cani, Marco Gaudesi, Ernesto Sanchez, Pablo Garcia-Sanchez, Antonio M Mora Garcia, Juan Julian Merelo, Sebastien Gaucel, Maarten Keijzer, Evelyne Lutton, Niklas Jarmatz, Wolfgang Augustin, Stephan Scholl, Guillaume Delaplace, Nathalie Perrot, Francesco Marino, Alberto Moraglio, Gisele L Pappa, Markus Wagner, John R Woodward, Daniel R Tauritz, Manuel Lopez-Ibanez, Maxim Buzdalov, Anne Auger, Dimo Brockhoff, Nikolaus Hansen, Tea Tusar, Dejan Tusar, Tobias Wagner, Una-May O'Reilly, Erik Hemberg, Nicole Hoffman, Stephane Doncieux, Joshua E Auerbach, Richard Duro, Harold de Vladar, Jose Santos Reyes, Julia Handl, Amarda Shehu, Stefan Wagner, Michael Affenzeller, Vanessa Volz, Samadhi Nallaperuma, Frank Moore, Gunes Kayacik, Westley Weimer, Justyna Petke, David Robert White, Silvino Fernandez Alzueta Arcelor, Pablo Valledor, Thomas Stuetzle, Kuber Karthik, Masaya Nakata, Shafi Kamran, Stephen L Smith, Stefano Cagnoni, Robert M Patton, Peter A N Bosman, John A W McCall, David Walker, Richard Everson, Jonathan E Fieldsend, Carola Doerr, Emma Hart, Gabriela Ochoa, Christine Zarges, Nur Zincir-Heywood, Alma Rahat, Handing Wang, Yaochu Jin, David Eduardo Rojas-Velazquez, Alejandro Lopez-Rincon, Dimitri Masetta, Marco Sacchet, Romain Reuillon, Pierre-Henri Wuillemin, Isabelle Alvarez, Sophie Martin, Hengzhe Zhang, Qi Chen, Bing Xue, Mengjie Zhang, Ryan J Urbanowicz, Danilo Vasconcellos Vargas, Silvino Fernandez Alzueta, Pablo Valledor Pellicer, Mostafa M Hashim Ellabaan, Frank Neumann, Paul Kaufmann, Oliver Kramer, P G M Baltus, M N Andraud, Boris Naujoks, Anna Esparcia-Alcazar, William B Langdon, Nadarajen Veerapen, Fabio Daolio, Arnaud Liefooghe, Sebastien Verel, Dirk Thierens, William La Cava, Randal Olson, Patryk Orzechowski, Ernesto Tarantino, Ivanoe De Falco, Antonio Della Cioppa, Umberto Scafuri, Nicolas Bredeche, Evert Haasdijk, Abraham Prieto, Heiko Hamann, Jared Moore, Anthony Clark, Bogdan Filipic, Wolfgang Banzhaf,

Genetic Programming Articles by Alberto Tonda

  1. Alberto Tonda. Review of PySR: high-performance symbolic regression in Python and Julia. Genetic Programming and Evolvable Machines, 26:Article no 7, 2025. Software ReviewOnline first. details

  2. Niklas Jarmatz and Wolfgang Augustin and Stephan Scholl and Alberto Tonda and Guillaume Delaplace. Development of a soft sensor for fouling prediction in pipe fittings using the example of particulate deposition from suspension flow. Food and Bioproducts Processing, 145:116-127, 2024. details

  3. Giovanni Squillero and Alberto Tonda. Veni, Vidi, Evolvi commentary on W. B. Langdon's ``Jaws 30''. Genetic Programming and Evolvable Machines, 24(2):Article number: 24, 2023. Special Issue: Thirtieth Anniversary of Genetic Programming: On the Programming of Computers by Means of Natural Selection. details

  4. Alberto Tonda. Inspyred: Bio-inspired algorithms in Python. Genetic Programming and Evolvable Machines, 21(1-2):269-272, 2020. Software Review. details

  5. G. Squillero and A. Tonda. (Over-)Realism in evolutionary computation: Commentary on ``On the Mapping of Genotype to Phenotype in Evolutionary Algorithms'' by Peter A. Whigham, Grant Dick, and James Maclaurin. Genetic Programming and Evolvable Machines, 18(3):391-393, 2017. Special Peer Commentary on Mapping of Genotype to Phenotype in Evolutionary Algorithms. details

  6. Doina Bucur and Giovanni Iacca and Giovanni Squillero and Alberto Tonda. The impact of topology on energy consumption for collection tree protocols: An experimental assessment through evolutionary computation. Applied Soft Computing, 16:210-222, 2014. details

Genetic Programming Books by Alberto Tonda

Genetic Programming Conference proceedings edited by Alberto Tonda

Genetic Programming conference papers by Alberto Tonda

  1. Hengzhe Zhang and Alberto Tonda and Qi Chen and Bing Xue and Evelyne Lutton and Mengjie Zhang. Micro-Step Time-Series Regression: Insights from System Identification Using Symbolic Regression. In Bing Xue and Luca Manzoni and Illya Bakurov editors, European Conference on Genetic Programming, EuroGP 2025, volume 15609, pages 240-256, Trieste, 2025. Springer Nature. details

  2. Alberto Tonda and Hengzhe Zhang and Qi Chen and Bing Xue and Mengjie Zhang and Evelyne Lutton. When Data Transformations Mislead Symbolic Regression: Deceptive Search Spaces in System Identification. In Gabriel Kronberger and Fabricio Olivetti de Franca William La Cava and Steven Gustafson editors, Symbolic Regression, pages 2563-2571, Malaga, Spain, 2025. Association for Computing Machinery. details

  3. Alberto Tonda and Hengzhe Zhang and Qi Chen and Bing Xue and Mengjie Zhang and Evelyne Lutton. Comparing Data Transformation Techniques for System Identification With Standard Symbolic Regression. In Aniko Ekart and Nelishia Pillay editors, Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion, pages 655-658, Malaga, Spain, 2025. Association for Computing Machinery. details

  4. David Eduardo Rojas-Velazquez and Alberto Tonda and Alejandro Lopez-Rincon. Biomarker Modelling in Omics Technologies Using Symbolic Regression. In Roman Kalkreuth and Alexander Brownlee editors, Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion, pages 895-898, Malaga, Spain, 2025. Association for Computing Machinery. details

  5. Alberto Moraglio and Alberto Tonda. Program Trace Optimization for Language Model Search: the Abstraction and Reasoning Corpus case. In Aniko Ekart and Nelishia Pillay editors, Proceedings of the 2025 Genetic and Evolutionary Computation Conference Companion, pages 647-650, Malaga, Spain, 2025. Association for Computing Machinery. details

  6. Alberto Tonda. Language Model-Driven Program Synthesis with Program Trace Optimization on the Abstraction and Reasoning Corpus. In Wolfgang Banzhaf and Bogdan Burlacu and Stephen Kelly and Alexander Lalejini and Fabricio Olivetti de Franca editors, Genetic Programming Theory and Practice XXII, Michigan State University, USA, 2025. lightning talk. details

  7. Giovanni Squillero and Alberto Tonda and Dimitri Masetta and Marco Sacchet. Byron: A Fuzzer for Turing-complete Test Programs. In Dennis G. Wilson and Roman Kalkreuth and Eric Medvet and Giorgia Nadizar and Giovanni Squillero and Alberto Tonda and Yuri Lavinas editors, 2nd GECCO workshop on Graph-based Genetic Programming, pages 1691-1694, Melbourne, Australia, 2024. Association for Computing Machinery. details

  8. Alberto Tonda and Isabelle Alvarez and Sophie Martin and Giovanni Squillero and Evelyne Lutton. Towards Evolutionary Control Laws for Viability Problems. In Sara Silva and Luis Paquete and Leonardo Vanneschi and Nuno Lourenco and Ales Zamuda and Ahmed Kheiri and Arnaud Liefooghe and Bing Xue and Ying Bi and Nelishia Pillay and Irene Moser and Arthur Guijt and Jessica Catarino and Pablo Garcia-Sanchez and Leonardo Trujillo and Carla Silva and Nadarajen Veerapen editors, Proceedings of the 2023 Genetic and Evolutionary Computation Conference, pages 1464-1472, Lisbon, Portugal, 2023. Association for Computing Machinery. details

  9. Hengzhe Zhang and Qi Chen and Alberto Tonda and Bing Xue and Wolfgang Banzhaf and Mengjie Zhang. MAP-Elites with Cosine-Similarity for Evolutionary Ensemble Learning. In Gisele Pappa and Mario Giacobini and Zdenek Vasicek editors, EuroGP 2023: Proceedings of the 26th European Conference on Genetic Programming, volume 13986, pages 84-100, Brno, Czech Republic, 2023. Springer Verlag. details

  10. Francesco Marino and Giovanni Squillero and Alberto Tonda. A General-Purpose Framework for Genetic Improvement. In Julia Handl and Emma Hart and Peter R. Lewis and Manuel Lopez-Ibanez and Gabriela Ochoa and Ben Paechter editors, 14th International Conference on Parallel Problem Solving from Nature, volume 9921, pages 345-352, Edinburgh, 2016. Springer. details

  11. Pablo Garcia-Sanchez and Alberto Tonda and Antonio Mora and Giovanni Squillero and J. J. Merelo. Towards Automatic StarCraft Strategy Generation Using Genetic Programming. In Shi-Jim Yen and Tristan Cazenave and Philip Hingston editors, Proceedings of the IEEE Conference on Computational Intelligence and Games (CIG-2015), pages 284-291, Tainan, Taiwan, 2015. IEEE. details

  12. Sebastien Gaucel and Maarten Keijzer and Evelyne Lutton and Alberto Tonda. Learning Dynamical Systems Using Standard Symbolic Regression. In Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. Rivas Santos and Kevin Sim editors, 17th European Conference on Genetic Programming, volume 8599, pages 25-36, Granada, Spain, 2014. Springer. details

  13. Marco Gaudesi and Giovanni Squillero and Alberto Tonda. Universal information distance for genetic programming. In Christian Igel and Dirk V. Arnold and Christian Gagne and Elena Popovici and Anne Auger and Jaume Bacardit and Dimo Brockhoff and Stefano Cagnoni and Kalyanmoy Deb and Benjamin Doerr and James Foster and Tobias Glasmachers and Emma Hart and Malcolm I. Heywood and Hitoshi Iba and Christian Jacob and Thomas Jansen and Yaochu Jin and Marouane Kessentini and Joshua D. Knowles and William B. Langdon and Pedro Larranaga and Sean Luke and Gabriel Luque and John A. W. McCall and Marco A. Montes de Oca and Alison Motsinger-Reif and Yew Soon Ong and Michael Palmer and Konstantinos E. Parsopoulos and Guenther Raidl and Sebastian Risi and Guenther Ruhe and Tom Schaul and Thomas Schmickl and Bernhard Sendhoff and Kenneth O. Stanley and Thomas Stuetzle and Dirk Thierens and Julian Togelius and Carsten Witt and Christine Zarges editors, GECCO Comp '14: Proceedings of the 2014 conference companion on Genetic and evolutionary computation companion, pages 137-138, Vancouver, BC, Canada, 2014. ACM. details

  14. Andrea Cani and Marco Gaudesi and Ernesto Sanchez and Giovanni Squillero and Alberto Tonda. Towards automated malware creation: code generation and code integration. In SAC '14: Proceedings of the 29th Annual ACM Symposium on Applied Computing, pages 157-160, Gyeongju, Korea, 2014. details

  15. Marco Gaudesi and Giovanni Squillero and Alberto Tonda. An efficient distance metric for linear genetic programming. In Christian Blum and Enrique Alba and Anne Auger and Jaume Bacardit and Josh Bongard and Juergen Branke and Nicolas Bredeche and Dimo Brockhoff and Francisco Chicano and Alan Dorin and Rene Doursat and Aniko Ekart and Tobias Friedrich and Mario Giacobini and Mark Harman and Hitoshi Iba and Christian Igel and Thomas Jansen and Tim Kovacs and Taras Kowaliw and Manuel Lopez-Ibanez and Jose A. Lozano and Gabriel Luque and John McCall and Alberto Moraglio and Alison Motsinger-Reif and Frank Neumann and Gabriela Ochoa and Gustavo Olague and Yew-Soon Ong and Michael E. Palmer and Gisele Lobo Pappa and Konstantinos E. Parsopoulos and Thomas Schmickl and Stephen L. Smith and Christine Solnon and Thomas Stuetzle and El-Ghazali Talbi and Daniel Tauritz and Leonardo Vanneschi editors, GECCO '13: Proceeding of the fifteenth annual conference on Genetic and evolutionary computation conference, pages 925-932, Amsterdam, The Netherlands, 2013. ACM. details

  16. Alberto Paolo Tonda and Evelyne Lutton and Romain Reuillon and Giovanni Squillero and Pierre-Henri Wuillemin. Bayesian Network Structure Learning from Limited Datasets through Graph Evolution. In Alberto Moraglio and Sara Silva and Krzysztof Krawiec and Penousal Machado and Carlos Cotta editors, Proceedings of the 15th European Conference on Genetic Programming, EuroGP 2012, volume 7244, pages 254-265, Malaga, Spain, 2012. Springer Verlag. details

  17. Ernesto Sanchez and Giovanni Squillero and Alberto Tonda. Evolutionary failing-test generation for modern microprocessors. In Natalio Krasnogor and Pier Luca Lanzi and Andries Engelbrecht and David Pelta and Carlos Gershenson and Giovanni Squillero and Alex Freitas and Marylyn Ritchie and Mike Preuss and Christian Gagne and Yew Soon Ong and Guenther Raidl and Marcus Gallager and Jose Lozano and Carlos Coello-Coello and Dario Landa Silva and Nikolaus Hansen and Silja Meyer-Nieberg and Jim Smith and Gus Eiben and Ester Bernado-Mansilla and Will Browne and Lee Spector and Tina Yu and Jeff Clune and Greg Hornby and Man-Leung Wong and Pierre Collet and Steve Gustafson and Jean-Paul Watson and Moshe Sipper and Simon Poulding and Gabriela Ochoa and Marc Schoenauer and Carsten Witt and Anne Auger editors, GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, pages 225-226, Dublin, Ireland, 2011. ACM. details

Genetic Programming technical reports by Alberto Tonda