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.
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;
Conference_Titel :
American Control Conference, 1990
Conference_Location :
San Diego, CA, USA
