On designing a fuzzy control system using an optimization algorithm

On designing a fuzzy control system using an optimization algorithm

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Article ID: iaor19941053
Country: Netherlands
Volume: 56
Issue: 3
Start Page Number: 281
End Page Number: 290
Publication Date: Jun 1993
Journal: Fuzzy Sets and Systems
Authors: , , ,
Keywords: control
Abstract:

Fuzzy logic in control systems is becoming increasingly popular as a method of handling non-linear control problems. The design of fuzzy systems is generally undertaken using a trial-and-error approach. A system so developed may be less than optimum and often this is the case for known examples of control systems. Currently, there is no procedure for optimization which is appropriate for every system. In this paper a method to design and to optimize a fuzzy control system is developed. The results of computer simulations of a system constructed using this technique are presented and discussed.

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