Genetic algorithms: Concepts and applications

被引:794
作者
Man, KF
Tang, KS
Kwong, S
机构
[1] City University of Hong Kong, Hong Kong
关键词
NEURAL NETWORKS; OPTIMIZATION; DESIGN;
D O I
10.1109/41.538609
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces genetic algorithms (GA) as a complete entity, in which knowledge of this emerging technology can be integrated together to form the framework of a design tool for industrial engineers. An attempt has also been made to explain ''why'' and ''when'' GA should be used as an optimization tool.
引用
收藏
页码:519 / 534
页数:16
相关论文
共 122 条
[1]  
ALANDER JT, 1994, DEPT INFORMAT TECHNO, V941
[2]   DESIGNING GENETIC ALGORITHMS FOR THE STATE ASSIGNMENT PROBLEM [J].
AMARAL, JN ;
TUMER, K ;
GHOSH, J .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1995, 25 (04) :687-694
[3]  
ANDERSON EJ, 1990, 926 TR U WISC MAD
[4]   AN EVOLUTIONARY ALGORITHM THAT CONSTRUCTS RECURRENT NEURAL NETWORKS [J].
ANGELINE, PJ ;
SAUNDERS, GM ;
POLLACK, JB .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1994, 5 (01) :54-65
[5]  
[Anonymous], 2 INT C GEN ALG THEI
[6]  
[Anonymous], 1987, Genetic algorithms and simulated annealing
[7]  
[Anonymous], PARALLEL GENETIC ALG
[8]  
[Anonymous], P 3 INT C GEN ALG
[9]  
[Anonymous], 1987, Algorithms and Simulated Annealing
[10]  
[Anonymous], HDB GENETIC ALGORITH