DocumentCode
1640576
Title
Universal fuzzy system to Takagi-Sugeno fuzzy system compiler
Author
Frias-Martinez, Enrique
Author_Institution
Comput. Sci. Dept., New York Univ., NY, USA
Volume
1
fYear
2002
fDate
6/24/1905 12:00:00 AM
Firstpage
305
Lastpage
309
Abstract
In the paper a compiler that transforms a universal fuzzy system into a Takagi-Sugeno fuzzy system is presented. A universal fuzzy system is defined as a fuzzy system with generic membership functions, T-norm, T-conorm, propagation operator, aggregation operator and defuzzification algorithm. The Takagi-Sugeno system obtained is an approximation of the original fuzzy system based on keeping the certainty of the designer. This means that the inputs for which the designer had a complete certainty will be approximated without error
Keywords
fuzzy set theory; fuzzy systems; matrix algebra; program compilers; T-conorm; T-norm; Takagi-Sugeno fuzzy system; aggregation operator; defuzzification algorithm; generic membership functions; propagation operator; universal fuzzy system; Computer science; Control systems; Decision support systems; Error correction; Fuzzy logic; Fuzzy systems; Hardware; Inference algorithms; Medical control systems; Takagi-Sugeno model;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2002. FUZZ-IEEE'02. Proceedings of the 2002 IEEE International Conference on
Conference_Location
Honolulu, HI
Print_ISBN
0-7803-7280-8
Type
conf
DOI
10.1109/FUZZ.2002.1005006
Filename
1005006
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