DocumentCode
488365
Title
An Optimization Approach for Fuzzy Controller Design
Author
Isaka, Satoru ; Sebaid, A.V.
Author_Institution
Department of Applied Mechanics and Engineering Sciences, University of CA, San Diego, R-011, La Jolla CA 92093; OMRON Advanced Systems, Inc, Cupertino CA 95014.
fYear
1990
fDate
23-25 May 1990
Firstpage
1485
Lastpage
1490
Abstract
Specification of membership functions for a fuzzy logic controller has been an important issue in engineering. This paper presents a new procedure for designing a fuzzy controller using a high-dimensional numerical optimization algorithm. In this study, 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 was applied to the blood pressure regulation problem as a case study
Keywords
Algorithm design and analysis; Blood pressure; Control systems; Design engineering; Design optimization; Fuzzy control; Fuzzy logic; Pressure control; Shape control; Simulated annealing;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 1990
Conference_Location
San Diego, CA, USA
Type
conf
Filename
4790984
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