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...
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International Association of Computer Science and Information Technology
2013
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| Online Access: | 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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my.upm.eprints.287112018-06-25T08:22:42Z http://psasir.upm.edu.my/id/eprint/28711/ A hybrid method using analytic hierarchical process and artificial neural network for supplier selection Tang, Sai Hong Ab. Rahman, Nasrul Hakim Khaksar, Weria Mohd Ariffin, Mohd Khairol Anuar Sulaiman, Shamsuddin Pah, Pin Shang 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. International Association of Computer Science and Information Technology 2013-02 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/28711/1/A%20hybrid%20method%20using%20analytic%20hierarchical%20process%20and%20artificial%20neural%20network%20for%20supplier%20selection.pdf Tang, Sai Hong and Ab. Rahman, Nasrul Hakim and Khaksar, Weria and Mohd Ariffin, Mohd Khairol Anuar and Sulaiman, Shamsuddin and Pah, Pin Shang (2013) A hybrid method using analytic hierarchical process and artificial neural network for supplier selection. International Journal of Innovation, Management and Technology, 4 (1). pp. 109-111. ISSN 2010-0248 http://www.ijimt.org/show-41-650-1.html 10.7763/IJIMT.2013.V4.370 |
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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. |
| format |
Article |
| author |
Tang, Sai Hong Ab. Rahman, Nasrul Hakim Khaksar, Weria Mohd Ariffin, Mohd Khairol Anuar Sulaiman, Shamsuddin Pah, Pin Shang |
| spellingShingle |
Tang, Sai Hong Ab. Rahman, Nasrul Hakim Khaksar, Weria Mohd Ariffin, Mohd Khairol Anuar Sulaiman, Shamsuddin Pah, Pin Shang A hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| author_facet |
Tang, Sai Hong Ab. Rahman, Nasrul Hakim Khaksar, Weria Mohd Ariffin, Mohd Khairol Anuar Sulaiman, Shamsuddin Pah, Pin Shang |
| author_sort |
Tang, Sai Hong |
| title |
A hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| title_short |
A hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| title_full |
A hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| title_fullStr |
A hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| title_full_unstemmed |
A hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| title_sort |
hybrid method using analytic hierarchical process and artificial neural network for supplier selection |
| publisher |
International Association of Computer Science and Information Technology |
| publishDate |
2013 |
| url |
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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