Title :
An auto-generating method in the fuzzy system design
Author :
Wong, Ching-Chang ; Her, Shyang-Ming
Author_Institution :
Dept. of Electr. Eng., Tamkang Univ., Tamsui, Taiwan
Abstract :
In this paper, a parameter structure of fuzzy system is presented along with a fuzzy set elimination method is proposed, which enables an auto-generating method not only to determine an appropriate fuzzy system with a high performance but also to favor the selected system with fewer fuzzy rules. An inverted pendulum control problem is utilized to illustrate the efficiency of the proposed method in the fuzzy system design
Keywords :
fuzzy set theory; fuzzy systems; auto-generating method; fuzzy set elimination method; fuzzy system design; inverted pendulum control problem; parameter structure; Control systems; Fuzzy sets; Fuzzy systems; Genetic algorithms; Input variables;
Conference_Titel :
Fuzzy Systems, 1997., Proceedings of the Sixth IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
0-7803-3796-4
DOI :
10.1109/FUZZY.1997.619788
