international journal of industrial Engineering & Production Research
نشریه بین المللی مهندسی صنایع و تحقیقات تولید
IJIEPR
Engineering & Technology
http://ijiepr.iust.ac.ir
18
agent2
2008-4889
2345-363X
en
jalali
1388
2
1
gregorian
2009
5
1
20
1
online
1
fulltext
en
Learning FCM by Data Mining in a Purchase System
و موضوعات مربوط
Other Related Subject
پژوهشي
Research
<em>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.</em>
Fuzzy Cognitive Map (FCM); Learning; System Dynamics (SD); Data Mining.
11
20
http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-1-43&slc_lang=en&sid=1
S
Alizadeh
S_alizadeh@iust.ac.ir
18003194753284600241
18003194753284600241
No
M.
Ghazanfari
Mehdi@iust.ac.ir
18003194753284600242
18003194753284600242
Yes
M.
Fathian
18003194753284600243
18003194753284600243
No