DocumentCode
1174647
Title
Queen-bee evolution for genetic algorithms
Author
Jung, Sung Hoon
Author_Institution
Sch. of Inf. Eng., Hansung Univ., Seoul, South Korea
Volume
39
Issue
6
fYear
2003
fDate
3/20/2003 12:00:00 AM
Firstpage
575
Lastpage
576
Abstract
A new evolution method called queen-bee evolution is proposed for enhancing the optimisation capability of genetic algorithms. This queen-bee evolution is similar to nature in that the queen-bee plays a major role in reproduction process. Experimental results with typical problems show that queen-bee evolution makes genetic algorithms quickly approach the global optimum by enhancing exploitation and exploration of genetic algorithms.
Keywords
genetic algorithms; genetic algorithm; optimisation; queen-bee evolution;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:20030383
Filename
1192242
Link To Document