Title :
Comparison and analysis of sufficient conditions for fuzzy systems as universal approximators
Author :
Ke, Zeng ; Naiyao, Zhang ; Xu Wenli
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
Abstract :
Different sufficient conditions for Mamdani fuzzy systems and Takagi-Sugeno (T-S) fuzzy systems as universal approximators are compared and analyzed. With numerical examples, the restrictions, merits and existing defects of these sufficient conditions are discussed
Keywords :
approximation theory; fuzzy systems; Mamdani fuzzy systems; T-S fuzzy systems; Takagi-Sugeno fuzzy systems; universal approximators; Automation; Fuzzy systems; Sufficient conditions;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.862791
