Title :
Universal fuzzy controllers
Author :
Chak, Chu Kwong ; Feng, Gang ; Cao, S.G.
Author_Institution :
Sch. of Electr. Eng., New South Wales Univ., Sydney, NSW, Australia
Abstract :
Fuzzy systems have been developed for more than two decades. Recently there appeared a number of results of fuzzy systems regarding to function approximation and dynamic system control. To enrich the fundamental basis of analysis, this paper shows that fuzzy systems are universal approximators and universal controllers. We first give a unified framework of fuzzy systems in the sense that the global fuzzy system is “fuzzy” combination of local systems. Based on the frameworks, we discuss the problems of universal approximators and universal controllers and then constructed the proofs
Keywords :
function approximation; fuzzy control; fuzzy set theory; fuzzy systems; dynamic system control; function approximation; fuzzy set theory; fuzzy systems; universal approximators; universal fuzzy controllers; Algebra; Control system synthesis; Control systems; Function approximation; Fuzzy control; Fuzzy logic; Fuzzy systems; Polynomials; Sampling methods; Takagi-Sugeno model;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552751