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Galvan, Edgar and 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 and 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 and Álvarez González, Ernesto and Galvan, Edgar and 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 and Mezura-Montes, Efrén and 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 and 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 and Dusparic, Ivana and Galvan, Edgar and 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 and Harris, Colin and Trujillo, Leonardo and Rodriguez-Vazquez, Katya and 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 and Taylor, Adam and 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 and Li, Ruohua and Patsakis, Constantinos and 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 and Dusparic, Ivana and Harris, Colin and Marinescu, Andrei and Galvan, Edgar and Golpayegani, Fatemeh and 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 and Dusparic, Ivana and Galvan, Edgar and Marinescu, Andrei and 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 and Harris, Colin and Dusparic, Ivana and 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 and O'Neill, Michael and Galvan, Edgar and 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 and Swafford, John Mark and 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 and 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 and McDermott, James and 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 and O'Neill, Michael and Xuan Hoai, Nguyen and 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.
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 and Vazquez Mendoza, Lucia and 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 and Vasquez, Lucia and 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
Fagan, David and Nicolau, Miguel and O'Neill, Michael and Galvan, Edgar (2010) Investigating mapping order in πGE. In: Evolutionary Computation (CEC), 2010 IEEE Congress on, August 2010, Barcelona, Spain.
