Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis-Reference-Cited by-同舟云学术

Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis

Published:2022-07-18 Issue: Volume: Page:
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Container-title:2022 IEEE Congress on Evolutionary Computation (CEC)
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Author:

Schweim Dirk¹,Sobania Dominik²,Rothlauf Franz²

Affiliation:

1. Baden-Wuerttemberg Cooperative State University,Dept. of Information Systems,Heidenheim,Germany

2. Johannes Gutenberg University Mainz,Dept. of Information Systems,Mainz,Germany

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/9870216/9870201/09870337.pdf?arnumber=9870337

Reference32 articles.

1. PonyGE2

2. Grammar Defined Introns: An Investigation into Grammars, Introns, and Bias in Grammatical Evolution;o'neill;Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2001,2001

3. Understanding grammatical evolution: initialisation

4. Explaining and Exploiting the Advantages of Down-sampled Lexicase Selection

5. General program synthesis benchmark suite;Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation,2015

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