Techniques for maintaining population diversity in classical and agent-based multi-objective evolutionary algorithms

被引：0

作者：

Drezewski, Rafal ^{[1
]}

Siwik, Leszek ^{[1
]}

机构：

[1] AGH Univ Sci & Technol, Dept Comp Sci, Krakow, Poland

来源：

COMPUTATIONAL SCIENCE - ICCS 2007, PT 2, PROCEEDINGS | 2007年 / 4488卷

关键词：

agent-based evolutionary computation; maintaining population diversity; sexual selection; flock-based operators;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

The loss of population diversity is one of the main problems in some applications of evolutionary algorithms. In order to maintain useful population diversity some special techniques must be used, like niching or co-evolutionary mechanisms. In this paper the mechanisms for maintaining population diversity in agent-based multi-objective (co-)evolutionary algorithms are proposed. The presentation of techniques is accompanied by the results of experiments and comparisons to "classical" evolutionary multi-objective algorithms.

引用

页码：904 / +

页数：3