Title :
Interpolation behavior of TS fuzzy controllers
Author :
Alata, M. ; Demirli, K. ; Bulgak, A.
Author_Institution :
Dept. of Mech. Eng., Concordia Univ., Montreal, Que., Canada
Abstract :
In this paper the influence of the shape, the distribution of the membership functions and the order of the functional consequent (in case of Takagi-Sugeno controller, 1985) on the interpolation function of the fuzzy system is investigated. A linear membership function, product conjunction operator, and a general functional consequent are used. Different interpolation behavior can be observed by changing the conjunction operator to minimum, or the membership function to Gaussian
Keywords :
fuzzy control; interpolation; Gaussian membership function; TS fuzzy controllers; Takagi-Sugeno controller; functional consequent; fuzzy system; general functional consequent; interpolation behavior; linear membership function; membership function distribution; minimum conjunction operator; product conjunction operator; Control systems; Equations; Fuzzy control; Fuzzy reasoning; Fuzzy sets; Fuzzy systems; Interpolation; Mechanical engineering; Shape control; Takagi-Sugeno model;
Conference_Titel :
Intelligent Control/Intelligent Systems and Semiotics, 1999. Proceedings of the 1999 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7803-5665-9
DOI :
10.1109/ISIC.1999.796681
