2022

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

2021

Galvan, Edgar (2021) Agents in a privacy-preserving world. Transactions on data privacy, 14 (1). ISSN 1888-5063, 2013-1631

Galvan, Edgar and Mooney, Peter (2021) Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges. IEEE Transactions on Artificial Intelligence, 2 (6). pp. 476-493. ISSN 2691-4581

2020

Vargas-Hákim, Gustavo-Adolfo, Mezura-Montes, Efrén and Galvan, Edgar (2020) Evolutionary Multi-Objective Energy Production Optimization: An Empirical Comparison. Mathematical and Computational Applications, 25 (32). pp. 1-14. ISSN 1300-686X

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

Galvan, Edgar (2020) Statistical Tree-based Population Seeding for Rolling Horizon EAs in General Video Game Playing. arXiv.org. ISSN 2331-8422

2019

Galvan, Edgar and Schoenauer, Marc (2019) Promoting semantic diversity in multi-objective genetic programming. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '19). ACM, pp. 1021-1029. ISBN 9781450361118

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

Galvan, Edgar, Mezura-Montes, Efrén, Elhara, Ouassim Ait and Schoenauer, Marc (2016) On the Use of Semantics in Multi-objective Genetic Programming. Parallel Problem Solving from Nature – PPSN XIV. pp. 353-363. ISSN 0302-9743

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

Taylor, Adam, Dusparic, Ivana, Galvan, Edgar, Clarke, Siobhan and Cahill, Vinny (2014) Accelerating Learning in multi-objective systems through Transfer Learning. 2014 International Joint Conference on Neural Networks (IJCNN). pp. 2298-2305. ISSN 2161-4407

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.

Galvan, Edgar, Taylor, Adam, Clarke, Siobhan and Cahill, Vinny (2014) Design of an Automatic Demand-Side Management System Based on Evolutionary Algorithms. Proceedings of the 29th Annual ACM Symposium on Applied Computing. pp. 525-530.

Galvan, Edgar, Li, Ruohua, Patsakis, Constantinos, Clarke, Siobhan and Cahill, Vinny (2014) Heuristic-Based Multi-Agent Monte Carlo Tree Search. IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications. pp. 177-182.

Taylor, Adam, Dusparic, Ivana, Harris, Colin, Marinescu, Andrei, Galvan, Edgar, Golpayegani, Fatemeh, Clarke, Siobhan and Cahill, Vinny (2014) Self-organising algorithms for residential demand response. 2014 IEEE Conference on Technologies for Sustainability (SusTech). pp. 55-60.

Harris, Colin, Dusparic, Ivana, Galvan, Edgar, Marinescu, Andrei, Cahill, Vinny and Clarke, Siobhan (2014) Set Point Control for Charging of Electric Vehicles on the Distribution Network. Innovative Smart Grid Technologies (ISGT). pp. 1-5.

2012

Kattan, Ahmed and Galvan, Edgar (2012) Evolving radial basis function networks via GP for estimating fitness values using surrogate models. IEEE Transactions on Evolutionary Computation. pp. 1-7. ISSN 1089-778X

Galvan, Edgar, Harris, Colin, Dusparic, Ivana, Clarke, Siobhan and Cahill, Vinny (2012) Reducing electricity costs in a dynamic pricing environment. IEEE International Conference on Smart Grid Communications (SmartGridComm). pp. 169-174.

2010

Fagan, David, O'Neill, Michael, Galvan, Edgar, Brabazon, Anthony and McGarraghy, Sean (2010) An Analysis of Genotype-Phenotype Maps in Grammatical Evolution. Genetic Programming. EuroGP 2010. Lecture Notes in Computer Science, 6021. pp. 62-73.

Galvan, Edgar, Swafford, John Mark, O'Neill, Michael and Brabazon, Anthony (2010) Evolving a Ms. PacMan Controller Using Grammatical Evolution. Applications of Evolutionary Computation, 6024. pp. 161-170.

McDermott, James, Galvan, Edgar and O'Neill, Michael (2010) A Fine-Grained View of GP Locality with Binary Decision Diagrams as Ant Phenotypes. Parallel Problem Solving from Nature – PPSN XIV, 6238. pp. 164-173. ISSN 0302-9743

Byrne, Jonathan, McDermott, James, Galvan, Edgar and O'Neill, Michael (2010) Implementing an intuitive mutation operator for interactive evolutionary 3D design. IEEE Transactions on Evolutionary Computation. pp. 1-7. ISSN 1089-778X

Fagan, David, Nicolau, Miguel, O'Neill, Michael and Galvan, Edgar (2010) Investigating mapping order in πGE. In: Evolutionary Computation (CEC), 2010 IEEE Congress on, August 2010, Barcelona, Spain.

2009

Nguyen, Quang Uy, O'Neill, Michael, Xuan Hoai, Nguyen, McKay, Bob and Galvan, Edgar (2009) Semantic Aware Crossover for Genetic Programming: The Case for Real-Valued Function Regression. Lecture Notes in Computer Science, 5481. pp. 292-302. ISSN 0302-9743

2007

Galvan, Edgar and Rodriguez-Vazquez, Katya (2007) Multiple Interactive Outputs in a Single Tree: An Empirical Investigation. Genetic Programming, 10th European Conference, EuroGP 2007, Valencia, Spain, April 11-13, 2007, Proceedings. pp. 341-350.

2006

Galvan, Edgar and Poli, Riccardo (2006) An Empirical Investigation of How and Why Neutrality Affects Evolutionary Search. Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings,. pp. 1149-1156.