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http://dx.doi.org/10.5391/JKIIS.2004.14.2.178

Hierarchical Fuzzy System with only system variables for IF-part  

Joo, Moon-G. (부경대학교 전자컴퓨터정보통신공학부)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.14, no.2, 2004 , pp. 178-183 More about this Journal
Abstract
This paper presents a class of hierarchical fuzzy systems where previous layer outputs are used not in IF-parts, but only in THEN -parts of the fuzzy rules of the current layer. The existence of the proposed hierarchical fuzzy system which approximates a given real continuous function on a compact set is proven if complete fuzzy sets are used in the IF-parts of the fuzzy rules with singleton fuzzifier and center average defuzzifier.
Keywords
계층 퍼지 시스템;Stone-Weierstrass 정리;존재 증명;
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