The Problem Solving Benefits of Down-sampling Vary by Selection Scheme
暂无分享,去创建一个
L. Spector | Alexander Lalejini | Martin Briesch | D. Sobania | Thomas Helmuth | Ryan Boldi | Ashley Bao
[1] C. Ofria,et al. Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving , 2023, ArXiv.
[2] Franz Rothlauf,et al. Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis , 2022, 2022 IEEE Congress on Evolutionary Computation (CEC).
[3] Emily L. Dolson,et al. Untangling phylogenetic diversity's role in evolutionary computation using a suite of diagnostic fitness landscapes , 2022, GECCO Companion.
[4] Thomas Helmuth,et al. Applying genetic programming to PSB2: the next generation program synthesis benchmark suite , 2022, Genetic Programming and Evolvable Machines.
[5] L. Spector,et al. The Environmental Discontinuity Hypothesis for Down-Sampled Lexicase Selection , 2022, ArXiv.
[6] Jose Guadalupe Hernandez,et al. A suite of diagnostic metrics for characterizing selection schemes , 2022, ArXiv.
[7] Emily L. Dolson,et al. What can phylogenetic metrics tell us about useful diversity in evolutionary algorithms? , 2021, Genetic and Evolutionary Computation.
[8] Charles Ofria,et al. An Exploration of Exploration: Measuring the ability of lexicase selection to find obscure pathways to optimality , 2021, Genetic and Evolutionary Computation.
[9] Lee Spector,et al. Problem-Solving Benefits of Down-Sampled Lexicase Selection , 2021, Artificial Life.
[10] Thomas Helmuth,et al. PSB2: the second program synthesis benchmark suite , 2021, GECCO.
[11] Charles Ofria,et al. Random subsampling improves performance in lexicase selection , 2019, GECCO.
[12] Charles Ofria,et al. Ecological theory provides insights about evolutionary computation , 2018, GECCO.
[13] Lee Spector,et al. Solving Uncompromising Problems With Lexicase Selection , 2015, IEEE Transactions on Evolutionary Computation.
[14] Lee Spector,et al. General Program Synthesis Benchmark Suite , 2015, GECCO.
[15] Gregory Hornby,et al. ALPS: the age-layered population structure for reducing the problem of premature convergence , 2006, GECCO.
[16] Lee Spector,et al. Genetic Programming and Autoconstructive Evolution with the Push Programming Language , 2002, Genetic Programming and Evolvable Machines.
[17] Lee Spector,et al. Lexicase Selection for Program Synthesis: A Diversity Analysis , 2016 .
[18] Jeffrey Horn,et al. Handbook of evolutionary computation , 1997 .