Title :
Schemes of evolution strategies
Author :
Rodzin, Sergey I.
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.
Keywords :
computational complexity; evolutionary computation; mathematical programming; convergence computing complexity; evolution progress; evolution strategy development; evolutionary computation; genetic algorithms; mathematical programming; optimization; phenotype level; selection schemes; Algorithm design and analysis; Biological cells; Convergence; Design automation; Discrete event simulation; Frequency; Gaussian distribution; Genetic algorithms; Genetic mutations; Information technology;
Conference_Titel :
Artificial Intelligence Systems, 2002. (ICAIS 2002). 2002 IEEE International Conference on
Print_ISBN :
0-7695-1733-1
DOI :
10.1109/ICAIS.2002.1048130
