Article

Galvan, Edgar, Trujillo, Leonardo and Stapleton, Fergal (2022) Semantics in Multi-objective Genetic Programming. Applied Soft Computing, 115. p. 108143. ISSN 15684946

Trujillo, Leonardo, Álvarez González, Ernesto, Galvan, Edgar, Tapia, Juan J. and Ponsich, Antonin (2020) On the analysis of hyper-parameter space for a genetic programming system with iterated F-Race. Soft Computing, 24 (19). pp. 14757-14770. ISSN 1432-7643

Trujillo, Leonardo, Muñoz, Luis and Galván López, Edgar (2016) neat Genetic Programming: Controlling bloat naturally. Information Sciences, 333. pp. 21-43. ISSN 0020-0255

Martínez, Yuliana, Trujillo, Leonardo, Legrand, Pierrick and Galván López, Edgar (2016) Prediction of expected performance for a genetic programming classifier. Genetic Programming and Evolvable Machines, 17. pp. 409-449. ISSN 1573-7632

Galvan, Edgar, Vazquez-Mendoza, Lucia and Trujillo, Leonardo (2016) Stochastic Semantic-Based Multi-objective Genetic Programming Optimisation for Classification of Imbalanced Data. Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings, Part 11. pp. 261-273. ISSN 0302-9743

Galvan, Edgar, Harris, Colin, Trujillo, Leonardo, Rodriguez-Vazquez, Katya, Clarke, Siobhan and Cahill, Vinny (2014) Autonomous Demand-Side Management system based on Monte Carlo Tree Search. 2014 IEEE International Energy Conference (ENERGYCON). pp. 1263-1270.

Martinez, Yuliana, Naredo, Enrique, Trujillo, Leonardo and Galvan-Lopez, Edgar (2013) Searching for novel regression functions. IEEE Transactions on Evolutionary Computation. pp. 16-23. ISSN 1089-778X

Galvan-Lopez, Edgar, Cody-Kenny, Brendan, Trujillo, Leonardo and Kattan, Ahmed (2013) Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity. IEEE Transactions on Evolutionary Computation. pp. 2972-2979. ISSN 1941-0026

Trujillo, Leonardo, Martínez, Yuliana, Galván-López, Edgar and Legrand, Pierrick (2011) Predicting problem difficulty for genetic programming applied to data classification. GECCO '11: Proceedings of the 13th annual conference on Genetic and evolutionary computation. pp. 1355-1362.

Book Section

Galvan, Edgar, Vazquez Mendoza, Lucia, Schoenauer, Marc and Trujillo, Leonardo (2018) On the Use of Dynamic GP Fitness Cases in Static and Dynamic Optimisation Problems. In: EA 2017: Artificial Evolution. Lecture Notes in Computer Science book series (LNCS 10764) . Springer, pp. 72-87. ISBN 9783319781327

Galvan, Edgar, Vasquez, Lucia, Schoenauer, Marc and Trujillo, Leonardo (2017) Dynamic GP fitness cases in static and dynamic optimisation problems. In: GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference Companion. ACM, pp. 227-228. ISBN 9781450349390