نشریه بین المللی مهندسی صنایع و تحقیقات تولید
دانشگاه علم و صنعت ایران
سه شنبه 16 بهمن 1403
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جلد 20، شماره 1 و 1-2 - ( 2-1388 )
جلد 20 شماره 1 و 1-2 صفحات 20-11 |
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Learning FCM by Data Mining in a Purchase System. IJIEPR 2009; 20 (1 and 1-2) :11-20
URL: http://ijiepr.iust.ac.ir/article-1-45-fa.html
URL: http://ijiepr.iust.ac.ir/article-1-45-fa.html
Alizadeh S، Ghazanfari M.، Fathian M.. Learning FCM by Data Mining in a Purchase System. نشریه بین المللی مهندسی صنایع و تحقیقات تولید. 1388; 20 (1 و 1-2) :11-20
1- ، Mehdi@iust.ac.ir
چکیده: (22308 مشاهده)
Fuzzy Cognitive Maps (FCMs) have successfully been applied in numerous domains to show the relations between essential components in complex systems. In this paper, a novel learning method is proposed to construct FCMs based on historical data and by using meta-heuristic: Genetic Algorithm (GA), Simulated Annealing (SA), and Tabu Search (TS). Implementation of the proposed method has demonstrated via real data of a purchase system in order to simulate the system’s behavior.
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