Volume 20, Issue 1 And 1-2 (IJIEPR 2009)                   IJIEPR 2009, 20(1 And 1-2): 11-20 | Back to browse issues page

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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-en.html
Learning FCM by Data Mining in a Purchase System
Abstract:   (22185 Views)
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.
Keywords: Fuzzy Cognitive Map (FCM); Learning; System Dynamics (SD); Data Mining.
Full-Text [PDF 216 kb]   (4090 Downloads)    
Type of Study: Research | Subject: Other Related Subject
Received: 2009/08/2 | Published: 2009/05/15
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