An Algorithm for Constructing Generalized T-S Fuzzy Model from Nonlinear Models.
Tadanari Taniguchi, Kazuo A. TANAKA · TRANSACTIONS OF THE JAPAN SOCIETY OF MECHANICAL ENGINEERS Series C · 2001
This paper describes an algorithm for constructing generalized T-S fuzzy models from nonlinear models. We frst present a generalized form of Takagl-Sugeno fuzzy systems. The generalized form has a decomposed structu.re for each element of A^^^(SUB)p and B^^^(SUB)p matrices in consequent parts. Next, an algorithm for constructing generalized T-S fuzzy model from nonlinear models is proposed. A construction example for a typical mechanical system is illustrated. The results show the utility of the proposed algorithm.