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Title: Optimization of Membership Functions of Fuzzy Logic Controller for Controlling Liquid Level Using Genetic Algorithm
Authors: Subudhi, B
Swain, A K
Keywords: Membership Function
Genetic Algorithm
Fuzzy Logic Controller
Integral Time Square Error
Issue Date: 1997
Publisher: Indian Institute of Science
Citation: Journal of Indian Institute of Science, Vol 77, Iss 1, P 5-14
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: Copyright for this paper belongs to Indian Institute of Science, Bangalore
Appears in Collections:Journal Articles

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