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
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;
Conference_Titel :
Computer and Knowledge Engineering (ICCKE), 2012 2nd International eConference on
Conference_Location :
Mashhad
Print_ISBN :
978-1-4673-4475-3
DOI :
10.1109/ICCKE.2012.6395370
