Title of article :
Learning FCM by Data Mining in a Purchase System
Author/Authors :
Ghazanfari, M. IUST - Author is Associa ted professo r ofIndustrial Engineering , Fathian, M. IUST - Author is Associated prof essor ofIndustrial Engineering
Abstract :
Fuzzy Cognitive Maps (FCMs) have successf ully 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 .
Journal title :
International Journal of Industrial Engineering and Production Research
Journal title :
International Journal of Industrial Engineering and Production Research
