Genetic Algorithm Based Fuzzy Logic Controller for Real Time Liquid Level Control

Subudhi, B.*; Swain, Anjan Kumar

dc.contributor.author	Subudhi, B.*
dc.contributor.author	Swain, Anjan Kumar
dc.date.accessioned	2015-03-19T10:27:54Z
dc.date.available	2015-03-19T10:27:54Z
dc.date.issued	1995-08
dc.identifier.uri	http://hdl.handle.net/2259/263
dc.description	*External Author Vol.76	en_US
dc.description.abstract	This paper describes the design and tuning of a fuzzy logic controller(FLC) for controlling the level of water on real time basis, in a laboratory scale pilot plant using genetic algorithm(GA). Selection of appropriate condition and action variables are selected optimally by using genetic algorithm, a probabilistic search technique inspired by mechanisms of natural selection and genetics. The optimal selection of MFs is made by minimizing intergral time square error(ITSE), an indication of FLC performance. The performances of both genetic algorithm based FLC(GA-FLC)and traditional FLC are compared.	en_US
dc.language.iso	en	en_US
dc.publisher	IE(I)	en_US
dc.subject	Fuzzy Logic Controller	en_US
dc.subject	Genetic Alogorithm	en_US
dc.subject	Membership function	en_US
dc.subject	Universes of Discourses	en_US
dc.subject	Simulation	en_US
dc.title	Genetic Algorithm Based Fuzzy Logic Controller for Real Time Liquid Level Control	en_US
dc.type	Article	en_US