Title :
On the optimality of the Takagi-Sugeno-Kang fuzzy inference mechanism
Author :
Johansen, Tor A.
Author_Institution :
Div. of Eng. Cybern., Inst. of Technol., Trondheim, Norway
Abstract :
It is shown that the Takagi-Sugeno-Kang (TSK) fuzzy inference mechanism is optimal with respect to a certain criterion that quantifies the controversy between the inference made, and the knowledge represented in the knowledge-base
Keywords :
fuzzy logic; fuzzy set theory; fuzzy systems; inference mechanisms; knowledge based systems; knowledge representation; uncertainty handling; Takagi-Sugeno-Kang fuzzy inference; fuzzy logic systems; fuzzy set theory; knowledge representation; knowledge-base systems; Cybernetics; Electrical equipment industry; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Inference algorithms; Inference mechanisms; Solid modeling; Takagi-Sugeno-Kang model;
Conference_Titel :
Fuzzy Systems, 1995. International Joint Conference of the Fourth IEEE International Conference on Fuzzy Systems and The Second International Fuzzy Engineering Symposium., Proceedings of 1995 IEEE Int
Conference_Location :
Yokohama
Print_ISBN :
0-7803-2461-7
DOI :
10.1109/FUZZY.1995.409666
