DocumentCode
303798
Title
Design of optimum fuzzy controller using genetic algorithms
Author
Eksin, Ibrahim ; Erol, Osman Kaan
Author_Institution
Dept. of Control & Comput. Eng., Tech. Univ. Istanbul, Turkey
Volume
1
fYear
1996
fDate
13-16 May 1996
Firstpage
186
Abstract
This paper describes a new method for determining optimal fuzzy controller decision table. By the use of genetic algorithm the need for heuristic fuzzy rules is omitted. The advantages and limitations of the method described are discussed. Simulations have been carried out to demonstrate the effectiveness of the new method, and the results are compared with a classical PID controller to show the improvement in performance
Keywords
fuzzy control; control design; decision table; fuzzy control; genetic algorithm; optimal control; Algorithm design and analysis; Automatic control; Control systems; Fuzzy control; Genetic algorithms; Nonlinear control systems; Organisms; Process control; Shape control; Three-term control;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrotechnical Conference, 1996. MELECON '96., 8th Mediterranean
Conference_Location
Bari
Print_ISBN
0-7803-3109-5
Type
conf
DOI
10.1109/MELCON.1996.550988
Filename
550988
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