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.

PDF(2058 KB)
PDF(2058 KB)
Strategic Study of CAE ›› 2005, Vol. 7 ›› Issue (8) : 47-50.
Academic Papers

Approximating Characteristics of Fuzzy Systems With Arbitrary Membership Function

  • Zhang Zhao1,2、 Pei Yanling2、 Zheng Aihong1

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Abstract

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.

Keywords

fuzzy system / membership function / approximation

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Zhang Zhao,Pei Yanling,Zheng Aihong. Approximating Characteristics of Fuzzy Systems With Arbitrary Membership Function. Strategic Study of CAE, 2005, 7(8): 47‒50
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