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Please use this identifier to cite or link to this item:
http://hdl.handle.net/2259/260
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| Title: | Genetic Algorithm Based Fuzzy Logic Controller for Real Time Liquid Level Control |
| Authors: | Subudhi, B.*
Swain, Anjan Kumar |
| Keywords: | Fuzzy Logic Controller
Genetic Alogorithm
Membership function
Universes of Discourses
Simulation |
| Issue Date: | Aug-1995 |
| Publisher: | IE(I) |
| 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. |
| Description: | *External Author
Vol.76 |
| URI: | http://hdl.handle.net/2259/260 |
| Appears in Collections: | Journal Articles
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Files in This Item:
| File |
Description |
Size | Format |
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| Genetic Algorithm.pdf | | 2020Kb | Adobe PDF | View/Open |
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