Title :
Fuzzy modeling and control of chaotic systems
Author :
Wang, Hua O. ; Tanaka, Kazuo ; Ikeda, Takayuki
Author_Institution :
United Technol. Res. Center, East Hartford, CT, USA
Abstract :
In this paper we explore the interaction between fuzzy control systems and chaos. First we show that fuzzy modeling techniques can be used to model chaotic dynamical systems. Then we apply some of the newly developed fuzzy control design techniques to the control of chaotic systems. The design procedure is conceptually simple, natural and computationally efficient. Therefore the proposed fuzzy methodology represents a systematic and effective framework for modeling and control of chaotic systems. The method is illustrated by application to Chua´s circuits
Keywords :
Chua´s circuit; chaos; control system synthesis; fuzzy control; Chua´s circuit; chaotic dynamical system; design technique; fuzzy control; fuzzy modeling; Chaos; Circuits; Control system synthesis; Control systems; Fuzzy control; Fuzzy systems; Intelligent control; Nonlinear dynamical systems; State-space methods; Takagi-Sugeno model;
Conference_Titel :
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.541517