• 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

  • From page
    11
  • To page
    20
  • 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
  • Record number

    2564967

    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=10&DC=2564967