DSpace at Indian Institute of Management Kozhikode >
Computer/ Information Technology >
Journal Articles >

Please use this identifier to cite or link to this item: http://hdl.handle.net/2259/267

Title: Optimization of Membership Functions of Fuzzy Logic Controller for Controlling Liquid Level using Genetic Algorithm
Authors: Swain, Anjan Kumar
Subudhi, B.*
Keywords: Fuzzy Logic controller
Gentic Algorithm
Membership function
Integral time square error
Issue Date: Feb-1997
Publisher: Indian Institute of Science
Abstract: Selection of membership functions(MF)for a fuzzy logic controller(FLC)is an iterative and a time consuming task. This paper describes the use of genetic algorithm(GA)searcj strategy for optimizing MFs of antecedent and consequent variables of an FLC that has been used for controlling the level of water on real time basis in a laboratory scale pilot plant. For the simulation of GA integral time sqare error(ITSE),has been used as the fitness function.
Description: *External Author
URI: http://hdl.handle.net/2259/267
Appears in Collections:Journal Articles

Files in This Item:

File Description SizeFormat
Optimization.pdf1008KbAdobe PDFView/Open

All items in DSpace are protected by copyright, with all rights reserved.


© Indian Institute of Management, Kozhikode, 2005-2006