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Showing 1 results for Fuzzy Cognitive Map (fcm); Learning; System Dynamics (sd); Data Mining.
Learning FCM by Data Mining in a Purchase System
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Volume 20, Issue 1 (5-2009)
Abstract
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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