Gene linkage identification in permutation problems for local search and genetic local search

被引:0
作者
Murata, T [1 ]
Miyata, S [1 ]
机构
[1] Kansai Univ, Dept Informat, Takatsuki, Osaka 5691095, Japan
来源
INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS | 2005年
关键词
linkage identification; permutation problem; flowshop problem; local search; genetic local search;
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
This paper proposes a gene linkage detection method to identify the gene linkage of each gene for a genetic algorithm applied to permutation problems. Linkage is defined as the tightness of loci in a chromosome. In the literature, many studies on linkage are devoted to binary-coded chromosomes. We propose an idea to identify the gene linkage in permutation problems where an chromosome is represented by a permutation of different alleles. We apply the proposed local search method to a standard local search and a genetic local search. We show the effectiveness of the proposed method by computer simulations on flowshop scheduling problems.
引用
收藏
页码:1920 / 1924
页数:5
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