2022

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

2020

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

2018

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

2017

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

2016

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

2014

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.

2013

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

2011

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.