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Jose Guadalupe Hernandez
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Random subsampling improves performance in lexicase selection
JG Hernandez, A Lalejini, E Dolson, C Ofria
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
462019
Characterizing the effects of random subsampling on lexicase selection
AJ Ferguson, JG Hernandez, D Junghans, A Lalejini, E Dolson, C Ofria
Genetic programming theory and practice XVII, 1-23, 2020
192020
An exploration of exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality
JG Hernandez, A Lalejini, C Ofria
Genetic programming theory and practice xviii, 83-107, 2022
182022
What can phylogenetic metrics tell us about useful diversity in evolutionary algorithms?
JG Hernandez, A Lalejini, E Dolson
Genetic programming theory and practice XVIII, 63-82, 2022
162022
A suite of diagnostic metrics for characterizing selection schemes
JG Hernandez, A Lalejini, C Ofria
arXiv preprint arXiv:2204.13839, 2022
82022
Untangling phylogenetic diversity's role in evolutionary computation using a suite of diagnostic fitness landscapes
S Shahbandegan, JG Hernandez, A Lalejini, E Dolson
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
52022
Phylogeny-informed fitness estimation
A Lalejini, MA Moreno, JG Hernandez, E Dolson
arXiv preprint arXiv:2306.03970, 2023
22023
Phylogeny-Informed Fitness Estimation for Test-Based Parent Selection
A Lalejini, MA Moreno, JG Hernandez, E Dolson
Genetic Programming Theory and Practice XX, 241-261, 2024
12024
Phylogenetic diversity predicts future success in evolutionary computation
JG Hernandez, A Lalejini, E Dolson
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
12022
Beyond Benchmarks Suites: Engineering Diagnostic Tools to Characterize Selection Schemes
JG Hernandez
Michigan State University, 2023
2023
Measuring the ability of lexicase selection to find obscure pathways to optimality
JG Hernandez, A Lalejini, C Ofria
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022
2022
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Articles 1–11