Genetic Programming Bibliography entries for Tomasz Pawlak

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GP coauthors/coeditors: Krzysztof Krawiec, Bartosz Wieloch, Michael O'Neill,

Genetic Programming Articles by Tomasz Pawlak

  1. Tomasz P. Pawlak and Michael O'Neill. Grammatical evolution for constraint synthesis for mixed-integer linear programming. Swarm and Evolutionary Computation, 64:100896, 2021. details

  2. Tomasz P. Pawlak and Krzysztof Krawiec. Synthesis of Constraints for Mathematical Programming with One-Class Genetic Programming. IEEE Transactions on Evolutionary Computation, 23(1):117-219, 2019. details

  3. Tomasz P. Pawlak and Krzysztof Krawiec. Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis. Evolutionary Computation, 26(2):177-212, 2018. details

  4. Tomasz P. Pawlak and Krzysztof Krawiec. Progress properties and fitness bounds for geometric semantic search operators. Genetic Programming and Evolvable Machines, 17(1):5-23, 2016. details

  5. Tomasz P. Pawlak and Bartosz Wieloch and Krzysztof Krawiec. Review and comparative analysis of geometric semantic crossovers. Genetic Programming and Evolvable Machines, 16(3):351-386, 2015. details

  6. Tomasz P. Pawlak and Bartosz Wieloch and Krzysztof Krawiec. Semantic Backpropagation for Designing Search Operators in Genetic Programming. IEEE Transactions on Evolutionary Computation, 19(3):326-340, 2015. details

  7. Krzysztof Krawiec and Tomasz Pawlak. Locally geometric semantic crossover: a study on the roles of semantics and homology in recombination operators. Genetic Programming and Evolvable Machines, 14(1):31-63, 2013. details

Genetic Programming PhD doctoral thesis Tomasz Pawlak

Genetic Programming conference papers by Tomasz Pawlak

  1. Tomasz P. Pawlak and Krzysztof Krawiec. Synthesis of Mathematical Programming Constraints with Genetic Programming. In Mauro Castelli and James McDermott and Lukas Sekanina editors, EuroGP 2017: Proceedings of the 20th European Conference on Genetic Programming, volume 10196, pages 178-193, Amsterdam, 2017. Springer Verlag. details

  2. Tomasz P. Pawlak. Geometric Semantic Genetic Programming is Overkill. In Malcolm I. Heywood and James McDermott and Mauro Castelli and Ernesto Costa and Kevin Sim editors, EuroGP 2016: Proceedings of the 19th European Conference on Genetic Programming, volume 9594, pages 246-260, Porto, Portugal, 2016. Springer Verlag. details

  3. Tomasz P. Pawlak and Krzysztof Krawiec. Semantic Geometric Initialization. In Malcolm I. Heywood and James McDermott and Mauro Castelli and Ernesto Costa and Kevin Sim editors, EuroGP 2016: Proceedings of the 19th European Conference on Genetic Programming, volume 9594, pages 261-277, Porto, Portugal, 2016. Springer Verlag. details

  4. Tomasz P. Pawlak and Krzysztof Krawiec. Guarantees of Progress for Geometric Semantic Genetic Programming. In Colin Johnson and Krzysztof Krawiec and Alberto Moraglio and Michael O'Neill editors, Semantic Methods in Genetic Programming, Ljubljana, Slovenia, 2014. Workshop at Parallel Problem Solving from Nature 2014 conference. details

  5. Tomasz Pawlak. Combining semantically-effective and geometric crossover operators for Genetic Programming. In Thomas Bartz-Beielstein and Juergen Branke and Bogdan Filipic and Jim Smith editors, 13th International Conference on Parallel Problem Solving from Nature, volume 8672, pages 454-464, Ljubljana, Slovenia, 2014. Springer. details

  6. Krzysztof Krawiec and Tomasz Pawlak. Approximating geometric crossover by semantic backpropagation. 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 941-948, Amsterdam, The Netherlands, 2013. ACM. details

  7. Krzysztof Krawiec and Tomasz Pawlak. Quantitative Analysis of Locally Geometric Semantic Crossover. In Carlos A. Coello Coello and Vincenzo Cutello and Kalyanmoy Deb and Stephanie Forrest and Giuseppe Nicosia and Mario Pavone editors, Parallel Problem Solving from Nature - PPSN XII, volume 7491, pages 397-406, Taormina, Italy, 2012. Springer. details

  8. Krzysztof Krawiec and Tomasz Pawlak. Locally geometric semantic crossover. In Terry Soule and Anne Auger and Jason Moore and David Pelta and Christine Solnon and Mike Preuss and Alan Dorin and Yew-Soon Ong and Christian Blum and Dario Landa Silva and Frank Neumann and Tina Yu and Aniko Ekart and Will Browne and Tim Kovacs and Man-Leung Wong and Clara Pizzuti and Jon Rowe and Tobias Friedrich and Giovanni Squillero and Nicolas Bredeche and Stephen L. Smith and Alison Motsinger-Reif and Jose Lozano and Martin Pelikan and Silja Meyer-Nienberg and Christian Igel and Greg Hornby and Rene Doursat and Steve Gustafson and Gustavo Olague and Shin Yoo and John Clark and Gabriela Ochoa and Gisele Pappa and Fernando Lobo and Daniel Tauritz and Jurgen Branke and Kalyanmoy Deb editors, GECCO Companion '12: Proceedings of the fourteenth international conference on Genetic and evolutionary computation conference companion, pages 1487-1488, Philadelphia, Pennsylvania, USA, 2012. ACM. details