A GENETIC ALGORITHM TUTORIAL

被引：144

作者：

WHITLEY, D ^{[1
]}

机构：

[1] COLORADO STATE UNIV, DEPT COMP SCI, FT COLLINS, CO 80523 USA

来源：

STATISTICS AND COMPUTING | 1994年 / 4卷 / 02期

关键词：

GENETIC ALGORITHMS; SEARCH; PARALLEL ALGORITHMS;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This tutorial covers the canonical genetic algorithm as well as more experimental forms of genetic algorithms, including parallel island models and parallel cellular genetic algorithms. The tutorial also illustrates genetic search by hyperplane sampling. The theoretical foundations of genetic algorithms are reviewed, include the schema theorem as well as recently developed exact models of the canonical genetic algorithm.

引用

页码：65 / 85

页数：21

共 53 条

[1]

[Anonymous], 1987, CONNECTIONIST MACHIN

[2]

[Anonymous], 1966, ARTIFICIAL INTELLIGE

[3]

[Anonymous], 1991, FDN GENETIC ALGORITH, DOI DOI 10.1016/B978-0-08-050684-5.50008-2

[4]

ANTONISSE HJ, 1989, 3RD P INT C GEN ALG

[5]

BAKER J, 1985, P INT C GENETIC ALGO

[6]

Baker JE, 1987, GENETIC ALGORITHMS T

[7]

BLACK T, 1991, 4TH P INT C GEN ALG

[8]

Booker L., 1987, GENETIC ALGORITHMS S, P61

[9]

BRIDGES C, 1987, 2ND P INT C GEN ALG

[10]

Davis L. E.., 1991, HDB GENETIC ALGORITH

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