Please use this identifier to cite or link to this item:
http://hdl.handle.net/2080/485| 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 |
| URI: | http://journal.library.iisc.ernet.in/archives/V77-1.html http://hdl.handle.net/2080/485 |
| Appears in Collections: | Journal Articles |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Optimization1997.pdf | 1.49 MB | Adobe PDF | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.