The Impact of Hyperselection on Lexicase Selection

Author:

Helmuth Thomas1,McPhee Nicholas Freitag2,Spector Lee3

Affiliation:

1. Washington and Lee University, Lexington, VA, USA

2. University of Minnesota, Morris, Morris, MN, USA

3. Hampshire College, Amherst, MA, USA

Funder

National Science Foundation

Publisher

ACM

Reference18 articles.

1. Selective pressure in evolutionary algorithms: a characterization of selection mechanisms

2. Strength Through Diversity

3. Using semantics in the selection mechanism in Genetic Programming: A simple method for promoting semantic diversity

4. T. Helmuth. General Program Synthesis from Examples Using Genetic Programming with Parent Selection Based on Random Lexicographic Orderings of Test Cases. Ph.D. dissertation 2015. T. Helmuth. General Program Synthesis from Examples Using Genetic Programming with Parent Selection Based on Random Lexicographic Orderings of Test Cases. Ph.D. dissertation 2015.

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1. Minimum variance threshold for epsilon-lexicase selection;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

2. Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming;Lecture Notes in Computer Science;2024

3. Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction;PRICAI 2023: Trends in Artificial Intelligence;2023-11-10

4. Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems;Proceedings of the Genetic and Evolutionary Computation Conference;2023-07-12

5. Probabilistic Lexicase Selection;Proceedings of the Genetic and Evolutionary Computation Conference;2023-07-12

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