DocumentCode
1436032
Title
Genetic algorithm simulation approach to determine membership functions of fuzzy traffic controller
Author
Kim, J.Y. ; Kim, B.M. ; Kim, J.W.
Author_Institution
Sch. of Comput. & Inf. Eng., Taegu Univ., Kyungpook, South Korea
Volume
34
Issue
20
fYear
1998
fDate
10/1/1998 12:00:00 AM
Firstpage
1982
Lastpage
1983
Abstract
A genetic algorithm (GA) is used to determine membership functions in situations where fuzzy traffic control rules are given by human operators. To find membership functions showing good performance, the authors use a simulation approach while conventional methods are used to compute mathematical functions. In the simulation approach, the fitness value of a chromosome is determined by the use of a performance measure that is obtained by a traffic simulator
Keywords
fuzzy control; genetic algorithms; road traffic; traffic control; chromosome; fitness value; fuzzy traffic controller; genetic algorithm simulation approach; mathematical functions; membership functions; performance measure;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19981369
Filename
722068
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