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A Fuzzy Analytic Hierarchy Process Model For Supplier Selection And A Case Study

Year 2011, Volume: 3 Issue: 1, 33 - 36, 15.01.2011

Abstract

In today’s competitive manufacturing and service industries decision making is a critical process. Supply chain management is a network of businesses and in this network there are several critical decision making problems. One of them is supplier selection decision. Supplier selection is a multi-criteria decision making problem and a fuzzy decision making model is proposed to this problem area in supply chain management. The extent analysis method and integral value calculation is used in the study for computing the priority weights of criteria and alternatives. In addition, a case study is added to the study.

References

  • [1] Sylvia M. Løver, “Proposal for Improvements in Supply Chain Management at FMC Kongsberg Subsea – With Focus on Customer- Supplier Relationships “, Master thesis in Industrial and Information Management , Agder University College , Grimstad, May 2006. [2] C. Kahraman, U. Cebeci and Z. Ulukan, “Multi-criteria supplier selection using fuzzy AHP”, Logistics Information Management 16, 6, pp. 382– 394, 2003. [3] Saman Hassanzadeh Amin, Jafar Razmi, “An integrated fuzzy model for supplier management: A case study of ISP selection and evaluation”, Expert Systems with Applications, Vol. 36, pp. 8639–8648, 2009. [4] Ali Fuat Guneri, Atakan Yucel , Gokhan Ayyildiz, “An integrated fuzzy-lp approach for a supplier selection problem in supply chain management”, Expert Systems with Applications, Vol. 36, pp. 9223–9228, 2009. [5] William Ho, Xiaowei Xu, Prasanta K. Dey, “Multi-criteria decision making approaches for supplier evaluation and selection: A literature review”, Journal of Operational Research, 202 16–24, 2010. [6] D.Y. Chang, “Applications of the extent analysis method on fuzzy AHP”, European Journal of Operational Research, 95 649–655, 1996. [7] Ying-Ming Wang, Ying Luo, Zhongsheng Hua, “On the extent analysis method for fuzzy AHP and its applications”, European Journal of Operational Research, Volume 186, Issue 2, Pages 735-747 16 April 2008. [8] Liou, T.S., ve Wang, M.J., “Ranking fuzzy numbers with integral value”, Fuzzy Sets and Systems, 50, 247-255, 1992. [9] Aşkın Ozdagoglu, Guzin Ozdagoglu, “Comparison of AHP and Fuzzy AHP for the Multicriteria Decision Making Processes with Linguistic Evaluations”, Istanbul Ticaret University Journal of Institute of Science, Year: 6, Vol. :11, pp. 65-85, 2007. [10] Zadeh, L.A., “Fuzzy Sets”, Information and Control, 8, 338-353, 1965. [11] Thomas L. Saaty, “How to make a decision: The analytic hierarchy process”,European Journal of Operational Research, Volume 48, Issue 1, Pages 9-26, 5 September 1990.
Year 2011, Volume: 3 Issue: 1, 33 - 36, 15.01.2011

Abstract

References

  • [1] Sylvia M. Løver, “Proposal for Improvements in Supply Chain Management at FMC Kongsberg Subsea – With Focus on Customer- Supplier Relationships “, Master thesis in Industrial and Information Management , Agder University College , Grimstad, May 2006. [2] C. Kahraman, U. Cebeci and Z. Ulukan, “Multi-criteria supplier selection using fuzzy AHP”, Logistics Information Management 16, 6, pp. 382– 394, 2003. [3] Saman Hassanzadeh Amin, Jafar Razmi, “An integrated fuzzy model for supplier management: A case study of ISP selection and evaluation”, Expert Systems with Applications, Vol. 36, pp. 8639–8648, 2009. [4] Ali Fuat Guneri, Atakan Yucel , Gokhan Ayyildiz, “An integrated fuzzy-lp approach for a supplier selection problem in supply chain management”, Expert Systems with Applications, Vol. 36, pp. 9223–9228, 2009. [5] William Ho, Xiaowei Xu, Prasanta K. Dey, “Multi-criteria decision making approaches for supplier evaluation and selection: A literature review”, Journal of Operational Research, 202 16–24, 2010. [6] D.Y. Chang, “Applications of the extent analysis method on fuzzy AHP”, European Journal of Operational Research, 95 649–655, 1996. [7] Ying-Ming Wang, Ying Luo, Zhongsheng Hua, “On the extent analysis method for fuzzy AHP and its applications”, European Journal of Operational Research, Volume 186, Issue 2, Pages 735-747 16 April 2008. [8] Liou, T.S., ve Wang, M.J., “Ranking fuzzy numbers with integral value”, Fuzzy Sets and Systems, 50, 247-255, 1992. [9] Aşkın Ozdagoglu, Guzin Ozdagoglu, “Comparison of AHP and Fuzzy AHP for the Multicriteria Decision Making Processes with Linguistic Evaluations”, Istanbul Ticaret University Journal of Institute of Science, Year: 6, Vol. :11, pp. 65-85, 2007. [10] Zadeh, L.A., “Fuzzy Sets”, Information and Control, 8, 338-353, 1965. [11] Thomas L. Saaty, “How to make a decision: The analytic hierarchy process”,European Journal of Operational Research, Volume 48, Issue 1, Pages 9-26, 5 September 1990.
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Details

Journal Section Articles
Authors

Adnan Aktepe

Suleyman Ersoz

Publication Date January 15, 2011
Submission Date October 23, 2017
Published in Issue Year 2011 Volume: 3 Issue: 1

Cite

APA Aktepe, A., & Ersoz, S. (2011). A Fuzzy Analytic Hierarchy Process Model For Supplier Selection And A Case Study. International Journal of Engineering Research and Development, 3(1), 33-36.

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