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 | 57 | 2019 |
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 | 21 | 2022 |
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 | 20 | 2022 |
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 | 20 | 2020 |
A suite of diagnostic metrics for characterizing selection schemes JG Hernandez, A Lalejini, C Ofria arXiv preprint arXiv:2204.13839, 2022 | 9 | 2022 |
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 | 6 | 2022 |
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 | 3 | 2024 |
Phylogeny-informed fitness estimation A Lalejini, MA Moreno, JG Hernandez, E Dolson arXiv preprint arXiv:2306.03970, 2023 | 3 | 2023 |
Phylogenetic diversity predicts future success in evolutionary computation JG Hernandez, A Lalejini, E Dolson Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2022 | 1 | 2022 |
Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics JG Hernandez, AK Saini, JH Moore arXiv preprint arXiv:2407.15056, 2024 | | 2024 |
Lexidate: Model Evaluation and Selection with Lexicase JG Hernandez, AK Saini, JH Moore Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | | 2024 |
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 |