Title :
Design of fuzzy logic controllers using tabu search algorithm
Author_Institution :
Dept. of Electron. Eng., Erciyes Univ., Kayseri, Turkey
Abstract :
In the design of a fuzzy logic controller for a process an important problem is the construction of the rule base of the controller. This paper describes a new method for constructing the rule base automatically. The method is based on the tabu search algorithm which is a general heuristic procedure for guiding search in a complex search space to find global optimal solutions for difficult problems
Keywords :
control system synthesis; fuzzy control; fuzzy logic; intelligent control; search problems; complex search space; fuzzy logic controllers; global optimal solutions; heuristic procedure; rule base; tabu search algorithm; Algorithm design and analysis; Automatic control; Cost function; Design engineering; Design optimization; Fuzzy logic; Input variables; Process control; Simulated annealing; Space exploration;
Conference_Titel :
Fuzzy Information Processing Society, 1996. NAFIPS., 1996 Biennial Conference of the North American
Conference_Location :
Berkeley, CA
Print_ISBN :
0-7803-3225-3
DOI :
10.1109/NAFIPS.1996.534783
