Title :
Universal fuzzy system to Takagi-Sugeno fuzzy system compiler
Author :
Frias-Martinez, Enrique
Author_Institution :
Comput. Sci. Dept., New York Univ., NY, USA
fDate :
6/24/1905 12:00:00 AM
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;
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
DOI :
10.1109/FUZZ.2002.1005006
