Abstract
Theoretical and some practical problems of evolution strategies (ES) construction are considered. In contrast to genetic algorithms ES reflect the evolution progress on the phenotype level. The ES basic scheme is analyzed: variants of basic algorithm modification and adaptation for different optimization tasks are investigated. The problems of evaluation of selection schemes and ES convergence computing complexity are analyzed.
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