DocumentCode :
1011997
Title :
Genetic algorithm using gradient-like reproduction operator
Author :
Pham, D.T. ; Jin, Guang
Author_Institution :
Intelligent Syst. Res. Lab., Univ. of Wales, Cardiff
Volume :
31
Issue :
18
fYear :
1995
fDate :
8/31/1995 12:00:00 AM
Firstpage :
1558
Lastpage :
1559
Abstract :
A robust and efficient genetic algorithm (GA) for solving optimisation problems requiring fast convergence is presented. A new reproduction operator is proposed that employs a gradient-like technique and thus performs the reproduction task deterministically. This feature makes the new GA suitable for small chromosome populations and real-time applications
Keywords :
convergence of numerical methods; genetic algorithms; fast convergence; genetic algorithm; gradient-like reproduction operator; optimisation problems; real-time applications; reproduction task; small chromosome populations;
fLanguage :
English
Journal_Title :
Electronics Letters
Publisher :
iet
ISSN :
0013-5194
Type :
jour
DOI :
10.1049/el:19951092
Filename :
469173
Link To Document :
بازگشت