Article

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

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

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

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

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.

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.

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

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

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.

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.

Book Section

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

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

Conference or Workshop Item

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.