Semantically-based crossover in genetic programming: application to real-valued symbolic regression NQ Uy, NX Hoai, M O’Neill, RI McKay, E Galván-López Genetic Programming and Evolvable Machines 12, 91-119, 2011 | 355 | 2011 |
Neuroevolution in deep neural networks: Current trends and future challenges E Galván, P Mooney IEEE Transactions on Artificial Intelligence 2 (6), 476-493, 2021 | 157 | 2021 |
Design and optimization of a shape memory alloy-based self-folding sheet E Peraza-Hernandez, D Hartl, E Galvan, R Malak Journal of Mechanical Design 135 (11), 111007, 2013 | 81 | 2013 |
neat Genetic Programming: Controlling bloat naturally L Trujillo, L Muñoz, E Galván-López, S Silva Information Sciences 333, 21-43, 2016 | 73 | 2016 |
Neutrality in evolutionary algorithms… What do we know? E Galván-López, R Poli, A Kattan, M O’Neill, A Brabazon Evolving Systems 2, 145-163, 2011 | 61 | 2011 |
Defining locality as a problem difficulty measure in genetic programming E Galván-López, J McDermott, M O’Neill, A Brabazon Genetic Programming and Evolvable Machines 12, 365-401, 2011 | 60 | 2011 |
Using semantics in the selection mechanism in genetic programming: a simple method for promoting semantic diversity E Galvan-Lopez, B Cody-Kenny, L Trujillo, A Kattan 2013 IEEE Congress on Evolutionary Computation, 2972-2979, 2013 | 59 | 2013 |
Accelerating learning in multi-objective systems through transfer learning A Taylor, I Dusparic, E Galvan-Lopez, S Clarke, V Cahill 2014 international joint conference on neural networks (IJCNN), 2298-2305, 2014 | 54 | 2014 |
The ecological importance of mangroves in Baja California Sur: Conservation implications for an endangered ecosystem RC Whitmore, RC Brusca, JLL de la Luz, P González-Zamorano, ... Biodiversity, ecosystems, and conservation in northern Mexico. Oxford Press …, 2005 | 53 | 2005 |
An analysis of genotype-phenotype maps in grammatical evolution D Fagan, M O’Neill, E Galvan-Lopez, A Brabazon, S McGarraghy Genetic Programming: 13th European Conference, EuroGP 2010, Istanbul, Turkey …, 2010 | 51 | 2010 |
Towards an understanding of locality in genetic programming E Galván-López, J McDermott, M O'Neill, A Brabazon Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010 | 48 | 2010 |
Evolving a ms. pacman controller using grammatical evolution E Galván-López, JM Swafford, M O’Neill, A Brabazon European Conference on the Applications of Evolutionary Computation, 161-170, 2010 | 47 | 2010 |
An empirical investigation of how and why neutrality affects evolutionary search E Galván-López, R Poli Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006 | 44 | 2006 |
Semantic similarity based crossover in GP: The case for real-valued function regression N Uy, M O'Neill, N Hoai, BM McKay, E Galván-López Artifical Evolution, 170-181, 2010 | 43 | 2010 |
Transfer learning in multi-agent systems through parallel transfer A Taylor, I Duparic, E Galván-López, S Clarke, V Cahill University of Limerick, 2013 | 41 | 2013 |
Distributing privacy policies over multimedia content across multiple online social networks C Patsakis, A Zigomitros, A Papageorgiou, E Galván-López Computer Networks 75, 531-543, 2014 | 40 | 2014 |
Computational design of gradient paths in additively manufactured functionally graded materials T Kirk, E Galvan, R Malak, R Arroyave Journal of Mechanical Design 140 (11), 111410, 2018 | 35 | 2018 |
Design of an autonomous intelligent demand-side management system using stochastic optimisation evolutionary algorithms E Galván-López, T Curran, J McDermott, P Carroll Neurocomputing 170, 270-285, 2015 | 32 | 2015 |
Reusing code in genetic programming E López, R Poli, C Coello Genetic Programming, 359-368, 2004 | 32 | 2004 |
Efficient graph-based genetic programming representation with multiple outputs E Galvan-Lopez International Journal of Automation and Computing 5 (1), 81-89, 2008 | 31 | 2008 |