Feb 16, 2006 · At first, we show by a constructive theory that multi-input-single-output (MISO) Sugeno Fuzzy Logic Systems with π input variables membership ...
In neural network theory, feedforward networks were shown to be universal approximators of an unknown function and its derivatives. In this paper, we consider ...
Approximation properties of piece-wise parabolic functions fuzzy logic systems. Spline functions are widely used in the field of approximation theory and its ...
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The proposed approximation enlarges the applicability of fuzzy methods to the operators and membership functions where the differentiability is desirable.
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2006: Approximation properties of piece-wise parabolic functions fuzzy logic systems Fuzzy Sets and Systems 157(4): 501-515 · Kudryavtsev, S.N. 2004 ...
Approximation properties of piece-wise parabolic functions fuzzy logic systems ... Universal Approximation Properties for Fuzzy Logic Systems Based on Monoids.
In this paper, we utilize generalized Bernstein polynomials to construct fuzzy system. Different from traditional Bernstein polynomials, partition of ...
Abstract. The main advantages of piecewise linear approximations are the availability of mature and precise analysis methods, and their suitability for ...
Using the Stone-Weierstrass theorem, it is proved that linear combinations of the fuzzy basis functions are capable of uniformly approximating any real ...
Approximation properties of piece-wise parabolic functions fuzzy logic systems. ... Approximation properties of fuzzy systems for smooth functions and their ...