Learning FCM by Data Mining in a Purchase System
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نویسنده
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Ghazanfari M. ,Fathian M.
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منبع
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international journal of industrial engineering and production research - 2009 - دوره : 20 - شماره : 1&2 - صفحه:11 -20
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چکیده
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Fuzzy cognitive maps (fcms) have successf ully been applied innumerous domains to show the relations between essentialcomponents in complex systems. in this paper, a novel learningmethod is proposed to construct fcms based on historical data andby using meta-heuristic: genetic algorithm (ga). simulatedannealing (sa), and tabu search (ts). implementation of theproposed method has demonstrated via real data of a purchasesystem in order to simulate the system 's behavior.
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کلیدواژه
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Fuzzy Cognitive Map (FCM); Learning ; System Dynamics (SD);Data Mining .
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آدرس
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IUST, Author is Associa ted professo r ofIndustrial Engineering, IUST, Author is Associated prof essor ofIndustrial Engineering
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پست الکترونیکی
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fathian@iust.ac.ir
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