DocumentCode
584726
Title
Fuzzy gravitational search algorithm
Author
Saeidi-Khabisi, Fatemeh-sadat ; Rashedi, Esmat
Author_Institution
Dept. of Electr. Eng., Shahid Bahonar Univ. of Kerman, Kerman, Iran
fYear
2012
fDate
18-19 Oct. 2012
Firstpage
156
Lastpage
160
Abstract
One of the noticeable topics in fuzzy logic controllers is parameter controlling of heuristic search algorithms. In this paper, one of the parameters of Gravitational Search Algorithm, GSA, is controlled using fuzzy logic controller to achieve better optimization results and to increase convergence rate. Several experiments are performed and results are compared with the results of the original GSA. Experimental results confirm the efficiency of the proposed method.
Keywords
fuzzy control; optimisation; search problems; fuzzy gravitational search algorithm; fuzzy logic controllers; heuristic search algorithms; optimization results; Algorithm design and analysis; Classification algorithms; Convergence; Fuzzy logic; Heuristic algorithms; Sociology; Statistics; Exploitation; Exploration; Fuzzy logic controler; Fuzzy rules; Gravitational search algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Knowledge Engineering (ICCKE), 2012 2nd International eConference on
Conference_Location
Mashhad
Print_ISBN
978-1-4673-4475-3
Type
conf
DOI
10.1109/ICCKE.2012.6395370
Filename
6395370
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