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Parameter Optimization via Cuckoo Optimization Algorithm of Fuzzy Controller for Liquid Level Control
Joint Authors
Ebrahimi, Eshagh
Balochian, Saeed
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-7, 7 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-31
Country of Publication
Egypt
No. of Pages
7
Main Subjects
Abstract EN
Cuckoo optimization algorithm (COA) is one of the latest evolutionary algorithms.
Finding the best optimal point, rapid convergence, and simplicity in determining algorithm parameters are some merits of COA.
In this paper, COA is applied to tuning optimal fuzzy parameters for Sugeno-type fuzzy logic controllers (S-FLCs) which are used for liquid level control.
A programmable logic controller (PLC) is used with fuzzy controller.
For this purpose, a liquid level control set and PLC have been assembled together.
MATLAB/Simulink program has been used to achieve the optimal parameters of the membership functions.
The results show clearly that the optimized FLC using COA has better performance compared to manually adjustments of the system parameters for different datasets.
American Psychological Association (APA)
Balochian, Saeed& Ebrahimi, Eshagh. 2013. Parameter Optimization via Cuckoo Optimization Algorithm of Fuzzy Controller for Liquid Level Control. Journal of Engineering،Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-513383
Modern Language Association (MLA)
Balochian, Saeed& Ebrahimi, Eshagh. Parameter Optimization via Cuckoo Optimization Algorithm of Fuzzy Controller for Liquid Level Control. Journal of Engineering No. 2013 (2013), pp.1-7.
https://search.emarefa.net/detail/BIM-513383
American Medical Association (AMA)
Balochian, Saeed& Ebrahimi, Eshagh. Parameter Optimization via Cuckoo Optimization Algorithm of Fuzzy Controller for Liquid Level Control. Journal of Engineering. 2013. Vol. 2013, no. 2013, pp.1-7.
https://search.emarefa.net/detail/BIM-513383
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-513383