A hybrid method using analytic hierarchical process and artificial neural network for supplier selection

A hybrid approach between the Analytic Hierarchical Process (AHP) and Artificial Neural Network (ANN) has been developed to evaluate and select the best supplier for shoes manufacturing. Firstly, questionnaire was setup based on previous study to obtain supplier selection criteria for shoes manufact...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Tang, Sai Hong, Ab. Rahman, Nasrul Hakim, Khaksar, Weria, Mohd Ariffin, Mohd Khairol Anuar, Sulaiman, Shamsuddin, Pah, Pin Shang
التنسيق: مقال
اللغة:English
منشور في: International Association of Computer Science and Information Technology 2013
الوصول للمادة أونلاين:http://psasir.upm.edu.my/id/eprint/28711/1/A%20hybrid%20method%20using%20analytic%20hierarchical%20process%20and%20artificial%20neural%20network%20for%20supplier%20selection.pdf
http://psasir.upm.edu.my/id/eprint/28711/
http://www.ijimt.org/show-41-650-1.html
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الوصف
الملخص:A hybrid approach between the Analytic Hierarchical Process (AHP) and Artificial Neural Network (ANN) has been developed to evaluate and select the best supplier for shoes manufacturing. Firstly, questionnaire was setup based on previous study to obtain supplier selection criteria for shoes manufacturing. The proposed hybrid methodology uses the AHP to determine the local and global weights of criteria, and the ANN method to select the best supplier. In order to grasp this evaluation and selection, result calculated by AHP is compared to the result of ANN.