DocumentCode
390581
Title
Adaptive niche hierarchy genetic algorithm
Author
Dunwei, Gong ; Fengping, Pan ; Shifan, Xu
Volume
1
fYear
2002
fDate
28-31 Oct. 2002
Firstpage
39
Abstract
The niche technology and hierarchy genetic algorithm are combined in this paper. Adaptive hierarchy genetic algorithm based on niche sharing and crowding strategy is presented. The algorithm improves genetic algorithm from not only encoding method but also operators. Thus it has strong search ability and it is easy to find many global optimums. Simulation results validate its efficiency.
Keywords
genetic algorithms; adaptive niche hierarchy genetic algorithm; niche sharing; simulation results; Biological cells; Constitution; Convergence; Dispatching; Educational institutions; Electronic switching systems; Encoding; Genetic algorithms; Nonlinear control systems; Production systems;
fLanguage
English
Publisher
ieee
Conference_Titel
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN
0-7803-7490-8
Type
conf
DOI
10.1109/TENCON.2002.1181209
Filename
1181209
Link To Document