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Function approximation by hierarchical fuzzy system with constraints on the fuzzy rule

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2 Author(s)
Joo, M.G. ; Strip Casting Project Team, Res. Inst. of Ind. Sci. & Technol., Pohang, South Korea ; Lee, J.S.

This paper presents a special hierarchical fuzzy system where the outputs of the previous layer are not used in the IF-parts, but used only in the THEN-parts of the fuzzy rules of the current layer. The proposed scheme can be shown to be a universal approximator to any continuous function on a compact set if complete fuzzy sets are used in the IF-parts of the fuzzy rules with singleton fuzzifier and center average defuzzifier

Published in:

Fuzzy Systems, 2001. The 10th IEEE International Conference on  (Volume:3 )

Date of Conference:

2001