Gaussian mutation in evolution strategies

Zhe Wang; Feng Yang; Ying Lin Yu

doi:10.1117/12.304815

25 March 1998 Gaussian mutation in evolution strategies

Zhe Wang, Feng Yang, Ying Lin Yu

Proceedings Volume 3390, Applications and Science of Computational Intelligence; (1998) https://doi.org/10.1117/12.304815
Event: Aerospace/Defense Sensing and Controls, 1998, Orlando, FL, United States

Abstract

This paper analyses the function of the mutation and recombination operators in evolution strategies (ES). By using three quadratic systems, this paper studies the suitable percentage of Gaussian mutation. Experimental results and Comparisons demonstrate that Gaussian mutation acts more important role in the evolutionary processing but the its percentage should not be too high. This paper tries to give a general idea to solve the practical implement of ES, especially for large sized problems.

Citation Download Citation

Zhe Wang, Feng Yang, and Ying Lin Yu "Gaussian mutation in evolution strategies", Proc. SPIE 3390, Applications and Science of Computational Intelligence, (25 March 1998); https://doi.org/10.1117/12.304815

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