Improving generalization of evolved programs through automatic simplification

Author:

Helmuth Thomas1,McPhee Nicholas Freitag2,Pantridge Edward3,Spector Lee4

Affiliation:

1. Washington and Lee University

2. University of Minnesota, Morris

3. MassMutual Financial Group

4. Hampshire College

Funder

National Science Foundation

Publisher

ACM

Cited by 46 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

2. On the Nature of the Phenotype in Tree Genetic Programming;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

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

4. The Impact of Step Limits on Generalization and Stability in Software Synthesis;Genetic and Evolutionary Computation;2024

5. Human-Driven Genetic Programming for Program Synthesis: A Prototype;Proceedings of the Companion Conference on Genetic and Evolutionary Computation;2023-07-15

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