Niching genetic algorithm with restricted competition selection for multimodal function optimization

被引：55

作者：

Lee, CG ^{[1
]}

Cho, DH

Jung, HK

机构：

[1] Dong Eui Univ, Dept Elect Engn, Pusan, South Korea

[2] Seoul Natl Univ, Sch Elect Engn, Seoul, South Korea

来源：

IEEE TRANSACTIONS ON MAGNETICS | 1999年 / 35卷 / 03期

关键词：

genetic algorithms; niching methods; induction motors;

D O I：

10.1109/20.767361

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Niching method enables the genetic algorithm to be applied to the problems that require the location of multiple solutions in the search space. In this paper, a new niching method using restricted competition selection (RCS) is proposed to identify and search multiple niches (peaks) efficiently in a multimodal domain. To verify its validity, the proposed method is applied to some traditional mathematical problems and an induction motor design.

引用

页码：1722 / 1725

页数：4

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