Optimization of Membership Functions of Fuzzy Logic Controller for Controlling Liquid Level using Genetic Algorithm

Swain, Anjan Kumar; Subudhi, B.*

dc.contributor.author	Swain, Anjan Kumar
dc.contributor.author	Subudhi, B.*
dc.date.accessioned	2015-03-19T11:18:16Z
dc.date.available	2015-03-19T11:18:16Z
dc.date.issued	1997-02
dc.identifier.uri	http://hdl.handle.net/2259/271
dc.description	*External Author	en_US
dc.description.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.	en_US
dc.language.iso	en	en_US
dc.publisher	Indian Institute of Science	en_US
dc.subject	Fuzzy Logic controller	en_US
dc.subject	Gentic Algorithm	en_US
dc.subject	Membership function	en_US
dc.subject	Integral time square error	en_US
dc.subject	Simulation	en_US
dc.title	Optimization of Membership Functions of Fuzzy Logic Controller for Controlling Liquid Level using Genetic Algorithm	en_US
dc.type	Article	en_US
dc.type	Book	en_US