Matching algorithms to problems: An experimental test of the particle swarm and some genetic algorithms on the multimodal problem generator

被引：199

作者：

Kennedy, J ^{[1
]}

Spears, WM ^{[1
]}

机构：

[1] US Bur Labor Stat, Washington, DC 20212 USA

来源：

1998 IEEE INTERNATIONAL CONFERENCE ON EVOLUTIONARY COMPUTATION - PROCEEDINGS | 1998年

关键词：

D O I：

10.1109/ICEC.1998.699326

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A multimodal problem generator was used to test three versions of genetic algorithm and the binary particle swarm algorithm in a factorial time-series experiment. Specific strengths and weaknesses of the various algorithms were identified.

引用

页码：78 / 83

页数：6