
Approximating Characteristics of Fuzzy Systems With Arbitrary Membership Function
Zhang Zhao1,2、 Pei Yanling2、 Zheng Aihong1
Strategic Study of CAE ›› 2005, Vol. 7 ›› Issue (8) : 47-50.
Approximating Characteristics of Fuzzy Systems With Arbitrary Membership Function
Zhang Zhao1,2、 Pei Yanling2、 Zheng Aihong1
While quadrilateral membership function is used as general membership function, Stone-Weierstrass theorem is utilized to prove that fuzzy systems with arbitrary membership functions are capable of approximating any continuous function on a compact set. It is a generalization for theory of basic fuzzy systems approximating any continuous non-linear function. The performance of fuzzy systems to approximate random non-linear function is the theoretical basis of fuzzy system's application in system identification.
fuzzy system / membership function / approximation
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