DocumentCode
1710986
Title
Function approximation by hierarchical fuzzy system with constraints on the fuzzy rule
Author
Joo, Moon G. ; Lee, Jin S.
Author_Institution
Strip Casting Project Team, Res. Inst. of Ind. Sci. & Technol., Pohang, South Korea
Volume
3
fYear
2001
fDate
6/23/1905 12:00:00 AM
Firstpage
1112
Lastpage
1115
Abstract
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
Keywords
function approximation; fuzzy logic; fuzzy set theory; fuzzy systems; hierarchical systems; constraints; function approximation; fuzzy logic; fuzzy rule; fuzzy set theory; hierarchical fuzzy system; Bismuth; Casting; Function approximation; Fuzzy logic; Fuzzy sets; Fuzzy systems; Influenza; Input variables; Moon; Strips;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2001. The 10th IEEE International Conference on
Conference_Location
Melbourne, Vic.
Print_ISBN
0-7803-7293-X
Type
conf
DOI
10.1109/FUZZ.2001.1008849
Filename
1008849
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