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Application of Multi-Criteria Decision-Making Methods in Supplier Selection

Year 2023, Volume: 2 Issue: 2, 349 - 356, 27.12.2023

Servet Soygüder Ebru Geçer

Abstract

The problem of supplier selection is significant in the defense industry, as in all sectors, for companies to carry out their production in a healthy way and to deliver products on time. Since the defense industry is a critical sector that directly regarding the country's security, fast and safe supply is directly related to the country's defense. This study discusses the selection problem of the suppliers used for the surface processing of the parts of a company operating in the defense industry. Expert decision-makers evaluate the criteria determined, and it is aimed to select the most suitable supplier with Fuzzy AHP and Fuzzy TOPSIS methods.

Keywords

Multi-criteria decision-making Supplier selection Fuzzy AHP Fuzzy TOPSIS

References

  • Arslankaya, S., Çelik, M. T. (2021). Green supplier selection in steel door industry using fuzzy AHP and fuzzy Moora methods. Emerging Materials Research, 10(4), 357-369. doi: https://doi.org/10.1680/jemmr.21.00011
  • Astanti, R., Mbolla, S., Ai, T. (2020). Raw material supplier selection in a glove manufacturing: Application of AHP and fuzzy AHP. Decision Science Letters, 9(3), 291-312. doi: https://doi.org/10.5267/j.dsl.2020.5.005
  • Awasthi, A., Govindan, K., Gold, S. (2018). Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach. International Journal of Production Economics, 195, 106-117. doi: https://doi.org/10.1016/j.ijpe.2017.10.013
  • Azimifard, A., Moosavirad, S.H., Ariafar, S. (2018). Selecting sustainable supplier countries for Iran's steel industry at three levels by using AHP and TOPSIS methods. Resources Policy, 57, 30-44. doi: https://doi.org/10.1016/j.resourpol.2018.01.002
  • Çakar, T., Çavuş, B. (2021). Supplier selection process in dairy industry using fuzzy TOPSIS method. Operational Research in Engineering Sciences: Theory and Applications, 4(1), 82-98. doi: https://doi.org/10.31181/oresta2040182c
  • Chen, C.T. (2000). Extensions of the TOPSIS for group decisionmaking under fuzzy environment, Fuzzy Sets and Systems, 114(1), 1-9. doi: https://doi.org/10.1016/S0165-0114(97)00377-1
  • Chen, C.T., Lin, C.T, Huang, S.F. (2006). A Fuzzy Approach For Supplier Evaluation and Selection in Supply Chain Management, Int. J. Production Economics, C:CII, 289 -301. doi: https://doi.org/10.1016/j.ijpe.2005.03.009
  • Chang, D. Y. (1996). Applications of the extent analysis method on fuzzy AHP. European journal of operational research, 95(3), 649-655. doi: https://doi.org/10.1016/0377-2217(95)00300-2
  • Deshmukh, A. J., Vasudevan, H. (2019). Supplier selection in plastic products manufacturing MSMEs using a combined traditional and green criteria based on AHP and fuzzy AHP. In Proceedings of International Conference on Intelligent Manufacturing and Automation (pp. 593- 600). Springer, Singapore. doi: https://doi.org/10.1007/978-981-13-2490-1_55
  • Deste, M., Sever, S. (2021). Kumaş Tedariğinde Tedarikçi Seçim Kriterlerinin Sürdürülebilirlik Çerçevesinde Belirlenmesi Yönelik Tekstil Sektöründe Bir Araştırma, Journal of Vocational and Social Sciences of Turkey, 3, 6, 108-126. doi: https://doi.org/10.46236/jovosst.952818
  • Galankashi, M. R., Helmi, S. A., Hashemzahi, P. (2016). Supplier selection in automobile industry: A mixed balanced scorecard–fuzzy AHP approach. Alexandria Engineering Journal, 55(1), 93-100. doi: https://doi.org/10.1016/j.aej.2016.01.005
  • Gupta, A.K. (2022). Framework for the Selection of Sustainable Suppliers using Integrated Compensatory Fuzzy AHP-TOPSIS Multi-criteria Approach. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 0772-0775). IEEE. doi: https://doi.org/10.1109/IEEM55944.2022.9989663
  • Hsu, C.W., Kuo, T.C., Chen, S.H., Hu, A.H. (2013). Using DEMATEL to Develop a Carbon Management Model of Supplier Selection in Green Supply Chain Management. J. Clean. Prod. 56, 164–172. doi: https://doi.org/10.1016/j.jclepro.2011.09.012
  • Javad, M.O.M., Darvishi, M., Javad, A.O.M. (2020). Green supplier selection for the steel industry using BWM and fuzzy TOPSIS: a case study of Khouzestan steel company. Sustainable Futures, 2, 100012. doi: https://doi.org/10.1016/j.sftr.2020.100012
  • Karabayır, A., Botsalı, A.R. (2022). Supplier Selection Among Different Scale Construction Companies Using Fuzzy AHP And Fuzzy TOPSIS. El-Cezeri, 9(1), 35-48. doi: https://doi.org/10.31202/ecjse.933617
  • Kılınçcı, Ö., Önal, S. A. (2011). Fuzzy AHP approach for supplier selection in a washing machine company. Expert systems with Applications, 38(8), 9656-9664. doi: https://doi.org/10.1016/j.eswa.2011.01.159
  • Manivel, P., Ranganathan, R. (2019). An efficient supplier selection model for hospital pharmacy through fuzzy AHP and fuzzy TOPSIS. International Journal of Services and Operations Management, 33(4), 468-493. doi: https://doi.org/10.1504/IJSOM.2019.101588
  • Mondragon, A.E.C., Mastrocinque, E., Tsai, J. F., Hogg, P. J. (2019). An AHP and fuzzy AHP multifactor decision-making approach for technology and supplier selection in the high-functionality textile industry. IEEE Transactions on Engineering Management, 68(4), 1112-1125. doi: https://doi.org/10.1109/TEM.2019.2923286
  • Özçelik, T.O., Eryılmaz, S.A. (2019). Traktör imalatında çok kriterli karar verme yöntemleri ile tedarikçi seçimi. Avrupa Bilim ve Teknoloji Dergisi, 498-512. doi: https://doi.org/10.31590/ejosat.590418
  • Özen, M., Borat, O. (2020). Otomotiv Yan Sanayi Sektöründe Tedarikçi Seçiminde Ahp, Bulanık Ahp ve Bulanık Topsis Yaklaşımı. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, 19(38), 152- 171. Retrieved from https://dergipark.org.tr/tr/pub/ticaretfbd/issue/58122/847239
  • Saaty, T.L. (1990). How to make a decision: the analytic hierarchy process. European Journal of Operational Research, 48 (1), 9-26. doi: https://doi.org/10.1016/0377-2217(90)90057-I To, S., Kritchanchai, D. (2022). Sustainable Supplier Selection in a Hospital Using the Fuzzy TOPSIS method: a Case Study. doi: https://doi.org/10.46254/EU05.20220478

Year 2023, Volume: 2 Issue: 2, 349 - 356, 27.12.2023

Servet Soygüder Ebru Geçer

Abstract

References

  • Arslankaya, S., Çelik, M. T. (2021). Green supplier selection in steel door industry using fuzzy AHP and fuzzy Moora methods. Emerging Materials Research, 10(4), 357-369. doi: https://doi.org/10.1680/jemmr.21.00011
  • Astanti, R., Mbolla, S., Ai, T. (2020). Raw material supplier selection in a glove manufacturing: Application of AHP and fuzzy AHP. Decision Science Letters, 9(3), 291-312. doi: https://doi.org/10.5267/j.dsl.2020.5.005
  • Awasthi, A., Govindan, K., Gold, S. (2018). Multi-tier sustainable global supplier selection using a fuzzy AHP-VIKOR based approach. International Journal of Production Economics, 195, 106-117. doi: https://doi.org/10.1016/j.ijpe.2017.10.013
  • Azimifard, A., Moosavirad, S.H., Ariafar, S. (2018). Selecting sustainable supplier countries for Iran's steel industry at three levels by using AHP and TOPSIS methods. Resources Policy, 57, 30-44. doi: https://doi.org/10.1016/j.resourpol.2018.01.002
  • Çakar, T., Çavuş, B. (2021). Supplier selection process in dairy industry using fuzzy TOPSIS method. Operational Research in Engineering Sciences: Theory and Applications, 4(1), 82-98. doi: https://doi.org/10.31181/oresta2040182c
  • Chen, C.T. (2000). Extensions of the TOPSIS for group decisionmaking under fuzzy environment, Fuzzy Sets and Systems, 114(1), 1-9. doi: https://doi.org/10.1016/S0165-0114(97)00377-1
  • Chen, C.T., Lin, C.T, Huang, S.F. (2006). A Fuzzy Approach For Supplier Evaluation and Selection in Supply Chain Management, Int. J. Production Economics, C:CII, 289 -301. doi: https://doi.org/10.1016/j.ijpe.2005.03.009
  • Chang, D. Y. (1996). Applications of the extent analysis method on fuzzy AHP. European journal of operational research, 95(3), 649-655. doi: https://doi.org/10.1016/0377-2217(95)00300-2
  • Deshmukh, A. J., Vasudevan, H. (2019). Supplier selection in plastic products manufacturing MSMEs using a combined traditional and green criteria based on AHP and fuzzy AHP. In Proceedings of International Conference on Intelligent Manufacturing and Automation (pp. 593- 600). Springer, Singapore. doi: https://doi.org/10.1007/978-981-13-2490-1_55
  • Deste, M., Sever, S. (2021). Kumaş Tedariğinde Tedarikçi Seçim Kriterlerinin Sürdürülebilirlik Çerçevesinde Belirlenmesi Yönelik Tekstil Sektöründe Bir Araştırma, Journal of Vocational and Social Sciences of Turkey, 3, 6, 108-126. doi: https://doi.org/10.46236/jovosst.952818
  • Galankashi, M. R., Helmi, S. A., Hashemzahi, P. (2016). Supplier selection in automobile industry: A mixed balanced scorecard–fuzzy AHP approach. Alexandria Engineering Journal, 55(1), 93-100. doi: https://doi.org/10.1016/j.aej.2016.01.005
  • Gupta, A.K. (2022). Framework for the Selection of Sustainable Suppliers using Integrated Compensatory Fuzzy AHP-TOPSIS Multi-criteria Approach. In 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) (pp. 0772-0775). IEEE. doi: https://doi.org/10.1109/IEEM55944.2022.9989663
  • Hsu, C.W., Kuo, T.C., Chen, S.H., Hu, A.H. (2013). Using DEMATEL to Develop a Carbon Management Model of Supplier Selection in Green Supply Chain Management. J. Clean. Prod. 56, 164–172. doi: https://doi.org/10.1016/j.jclepro.2011.09.012
  • Javad, M.O.M., Darvishi, M., Javad, A.O.M. (2020). Green supplier selection for the steel industry using BWM and fuzzy TOPSIS: a case study of Khouzestan steel company. Sustainable Futures, 2, 100012. doi: https://doi.org/10.1016/j.sftr.2020.100012
  • Karabayır, A., Botsalı, A.R. (2022). Supplier Selection Among Different Scale Construction Companies Using Fuzzy AHP And Fuzzy TOPSIS. El-Cezeri, 9(1), 35-48. doi: https://doi.org/10.31202/ecjse.933617
  • Kılınçcı, Ö., Önal, S. A. (2011). Fuzzy AHP approach for supplier selection in a washing machine company. Expert systems with Applications, 38(8), 9656-9664. doi: https://doi.org/10.1016/j.eswa.2011.01.159
  • Manivel, P., Ranganathan, R. (2019). An efficient supplier selection model for hospital pharmacy through fuzzy AHP and fuzzy TOPSIS. International Journal of Services and Operations Management, 33(4), 468-493. doi: https://doi.org/10.1504/IJSOM.2019.101588
  • Mondragon, A.E.C., Mastrocinque, E., Tsai, J. F., Hogg, P. J. (2019). An AHP and fuzzy AHP multifactor decision-making approach for technology and supplier selection in the high-functionality textile industry. IEEE Transactions on Engineering Management, 68(4), 1112-1125. doi: https://doi.org/10.1109/TEM.2019.2923286
  • Özçelik, T.O., Eryılmaz, S.A. (2019). Traktör imalatında çok kriterli karar verme yöntemleri ile tedarikçi seçimi. Avrupa Bilim ve Teknoloji Dergisi, 498-512. doi: https://doi.org/10.31590/ejosat.590418
  • Özen, M., Borat, O. (2020). Otomotiv Yan Sanayi Sektöründe Tedarikçi Seçiminde Ahp, Bulanık Ahp ve Bulanık Topsis Yaklaşımı. İstanbul Ticaret Üniversitesi Fen Bilimleri Dergisi, 19(38), 152- 171. Retrieved from https://dergipark.org.tr/tr/pub/ticaretfbd/issue/58122/847239
  • Saaty, T.L. (1990). How to make a decision: the analytic hierarchy process. European Journal of Operational Research, 48 (1), 9-26. doi: https://doi.org/10.1016/0377-2217(90)90057-I To, S., Kritchanchai, D. (2022). Sustainable Supplier Selection in a Hospital Using the Fuzzy TOPSIS method: a Case Study. doi: https://doi.org/10.46254/EU05.20220478
There are 21 citations in total.

Details

Primary Language English
Subjects Industrial Engineering
Journal Section Research Articles
Authors

Servet Soygüder

Ebru Geçer 0000-0002-4259-2345

Early Pub Date December 27, 2023
Publication Date December 27, 2023
Published in Issue Year 2023 Volume: 2 Issue: 2

Cite

APA Soygüder, S., & Geçer, E. (2023). Application of Multi-Criteria Decision-Making Methods in Supplier Selection. Journal of Optimization and Decision Making, 2(2), 349-356.
AMA Soygüder S, Geçer E. Application of Multi-Criteria Decision-Making Methods in Supplier Selection. JODM. December 2023;2(2):349-356.
Chicago Soygüder, Servet, and Ebru Geçer. “Application of Multi-Criteria Decision-Making Methods in Supplier Selection”. Journal of Optimization and Decision Making 2, no. 2 (December 2023): 349-56.
EndNote Soygüder S, Geçer E (December 1, 2023) Application of Multi-Criteria Decision-Making Methods in Supplier Selection. Journal of Optimization and Decision Making 2 2 349–356.
IEEE S. Soygüder and E. Geçer, “Application of Multi-Criteria Decision-Making Methods in Supplier Selection”, JODM, vol. 2, no. 2, pp. 349–356, 2023.
ISNAD Soygüder, Servet - Geçer, Ebru. “Application of Multi-Criteria Decision-Making Methods in Supplier Selection”. Journal of Optimization and Decision Making 2/2 (December 2023), 349-356.
JAMA Soygüder S, Geçer E. Application of Multi-Criteria Decision-Making Methods in Supplier Selection. JODM. 2023;2:349–356.
MLA Soygüder, Servet and Ebru Geçer. “Application of Multi-Criteria Decision-Making Methods in Supplier Selection”. Journal of Optimization and Decision Making, vol. 2, no. 2, 2023, pp. 349-56.
Vancouver Soygüder S, Geçer E. Application of Multi-Criteria Decision-Making Methods in Supplier Selection. JODM. 2023;2(2):349-56.
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