DocumentCode :
864871
Title :
An optimization approach for fuzzy controller design
Author :
Isaka, Satoru ; Sebald, A.V.
Author_Institution :
OMRONA Adv. Syst. Inc., Cupertino, CA, USA
Volume :
22
Issue :
6
fYear :
1992
Firstpage :
1469
Lastpage :
1473
Abstract :
A procedure for designing a fuzzy controller using a high-dimensional numerical optimization algorithm is presented. The effectiveness of an optimization program for designing a fuzzy controller is determined, and the relationship between membership functions and controller performance is discussed. The proposed method is applied to the blood pressure regulation problem as a case study
Keywords :
control system synthesis; fuzzy control; fuzzy set theory; optimisation; blood pressure regulation; control system synthesis; design; fuzzy controller; membership functions; numerical optimization; Algorithm design and analysis; Automatic control; Blood pressure; Control systems; Design optimization; Electric variables control; Fuzzy control; Fuzzy logic; Shape control; Uncertainty;
fLanguage :
English
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9472
Type :
jour
DOI :
10.1109/21.199470
Filename :
199470
Link To Document :
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