• 대한전기학회
Mobile QR Code QR CODE : The Transactions of the Korean Institute of Electrical Engineers
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  • 한국과학기술단체총연합회
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Title Fusion of Genetic Algorithms and Fuzzy Inference System
Authors 황희수 ; 오성권 ; 우광방
Page pp.1095-1103
ISSN 1975-8359
Keywords 퍼지추론엔진 ; 유전알고리즘 Fuzzy Inference System ; Genetic Algorithms
Abstract An approach to fuse the fuzzy inference system which is able to deal with imprecise and uncertain information and genetic algorithms which display the excellent robustness in complex optimization problems is presented in this paper. In order to combine genetic algorithms and fuzzy inference engine effectively the new reasoning method is suggested. The efficient identification method of fuzzy rules is proposed through the adjustment of search areas of genetic algorithms. The feasibilty of the proposed approach is evaluated through simulation.