Title :
Membership function optimization of a fuzzy controller using modified tabu search algorithm
Author :
Kaplan, Ahmet ; Ozer, Saban ; Sagiroglu, Seref
Author_Institution :
Sch. of Aviation & Aeronaut., Erciyes Univ., Kayseri, Turkey
Abstract :
In this paper, a modified tabu search algorithm for finding the best parameters of fuzzy membership functions is introduced to overcome such difficulty in selecting suitable membership functions for input and output variables. The result obtained from the modified algorithm enables better performance than the results provided in the literature
Keywords :
fuzzy control; optimisation; search problems; fuzzy controller; input variables; membership function optimization; modified tabu search algorithm; output variables; parameter selection; performance; Control engineering computing; Control systems; Electric variables control; Frequency; Fuzzy control; Fuzzy logic; Fuzzy systems; Iterative algorithms; Neural networks; Washing machines;
Conference_Titel :
Fuzzy Information Processing Society - NAFIPS, 1998 Conference of the North American
Conference_Location :
Pensacola Beach, FL
Print_ISBN :
0-7803-4453-7
DOI :
10.1109/NAFIPS.1998.715531
