A finite population model analysis of co-evolution with "Matching Pennies"

被引：0

作者：

Liekens, AML ^{[1
]}

ten Eikelder, HMM ^{[1
]}

Hilbers, PAJ ^{[1
]}

机构：

[1] Tech Univ Eindhoven, NL-5600 MB Eindhoven, Netherlands

来源：

PROCEEDINGS OF THE 7TH JOINT CONFERENCE ON INFORMATION SCIENCES | 2003年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Markov models of the evolution of finite populations are used to study the theoretical limit behavior of genetic algorithms. In this paper, we use combinations of these Markov models to study the exact expected performance of co-evolutionary genetic algorithms engaged in the competitive Matching Pennies game. We show how changes in the rate of mutation, population size and selection pressure influence the performance of competing genetic algorithms.

引用

页码：299 / 302

页数：4

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