DocumentCode
1727712
Title
GAS, an approach to a solution of the niche radius problem
Author
Jelasity, M. ; Dombi, J.
Author_Institution
Jozsef Attila Univ., Szeged, Hungary
fYear
1995
Firstpage
424
Lastpage
429
Abstract
This paper introduces a niching technique called GAS which dynamically creates a subpopulation structure (taxonomic chart) using a radius function instead of a single radius, and a `cooling´ method similar to simulated annealing. GAS offers a solution to the niche radius problem with the help of these techniques. A method based on the speed of species is presented for determining the radius function. Speed functions are given for both real and binary domains. Finally we discuss the sphere packing problem on binary domains using some tools of coding theory to make it possible to evaluate the output of the system
Keywords
encoding; genetic algorithms; simulated annealing; GAS; genetic algorithms; niche radius problem; niching; simulated annealing; sphere packing problem; subpopulation structure; taxonomic chart;
fLanguage
English
Publisher
iet
Conference_Titel
Genetic Algorithms in Engineering Systems: Innovations and Applications, 1995. GALESIA. First International Conference on (Conf. Publ. No. 414)
Conference_Location
Sheffield
Print_ISBN
0-85296-650-4
Type
conf
DOI
10.1049/cp:19951086
Filename
501709
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