Open AccessFuzzy control of a chaotic system based on genetic algorithm
Author(s) -
Zheng-Mao Wu,
Ao Dun,
Kun Liu
Publication year - 2004
Publication title -
wuli xuebao
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.199
H-Index - 47
ISSN - 1000-3290
DOI - 10.7498/aps.53.21
Subject(s) - computer science , chaotic , genetic algorithm , fuzzy logic , controller (irrigation) , fuzzy control system , algorithm , control theory (sociology) , neuro fuzzy , control (management) , artificial intelligence , machine learning , agronomy , biology
We consider the fuzzy control problem of a chaotic system, based on genetic algorithm. We apply the genetic algorithm to optimize the parameters of membership function of fuzzy controller, which integrates the global searching and high precision of genetic algorithm and the celerity of the fuzzy controller. The results of simulation show the effectiveness of this method.