Approximation accuracy analysis of fuzzy systems as function approximators

This paper establishes the approximation error bounds for various classes of fuzzy systems (i.e., fuzzy systems generated by different inferential and defuzzification methods). Based on these bounds, the approximation accuracy of various classes of fuzzy systems is analyzed and compared. It is seen...

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Veröffentlicht in:	IEEE transactions on fuzzy systems 1996-02, Vol.4 (1), p.44-63
Hauptverfasser:	Xiao-Jun Zeng, Singh, M.G.
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Approximation error Approximation methods Computer science control theory systems Control theory. Systems Exact sciences and technology Fuzzy systems Mechanical factors Message-oriented middleware Modelling and identification
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