GA-Based Approach to Design a Class of Discrete T-S Fuzzy Controllers  

Oleh:

Sun, Chein-Chung ; Chung, Hung-Yuan ; Chang, Wen-Jer

Jenis: Article from Article
Dalam koleksi: Final Program and Book of Abstracts: The 4th Asian Control Conference, September 25-27, 2002 (Sep. 2002), page 232-237.
Topik: T-S Fuzzy Model; Genetic Algorithm; Generalized Inverse Theory; Nonlinear System.
Fulltext: AC021340.PDF (250.28KB)

Isi artikel

The discrete T-S fuzzy systems with constant input vector are considered in this paper. Based on the class of fuzzy models, the mutuality of each feedback gains can be ignored. Hence, the stability conditions of T-S fuzzy systems can be reduced, and it is easier to design the feedback gains for each rule. In this paper, a non-LMI design technique is used to solve the associated Lyapunov equations, which is based on the generalized inverse technique and genetic algorithm.

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