GRUP KARAR VERME YÖNTEMLERİNİ KULLANARAK YEŞİL TEDARİKÇİ SEÇİMİ: GIDA ENDÜSTRİSİNDEN BİR ÖRNEK OLAY ÇALIŞMASI

Year 2021, Volume: 17 Issue: 1, 1 - 16, 28.05.2021

Ahmet Çalık

Abstract

Yeşil tedarikçinin seçimi değerlendirmede başlayacak kriterlerin belirlenmesinden, kullanılacak yöntemlere ve nihai seçime kadar birçok zorluğu içermektedir. Bu çalışma, yeşil tedarikçi seçimini kriter ağırlığı hesaplamasında BWM, ENTROPI ve CRITIC yöntemleri ile, tedarikçi sıralamalarını ise COPRAS, WASPAS ve MABAC yöntemleri ile desteklemektedir. İlk olarak, dokuz yeşil tedarikçi seçim kriteri literatür taraması ve uzman görüşleri ile belirlenmiş ve gıda endüstrisinden gerçek bir şirket için seçim çalışması gerçekleştirilmiştir. Ardından, BWM, ENTROPI ve CRITIC yöntemleri kriter ağırlıklarını belirlemek için kullanılmıştır. Daha sonra, tedarikçileri karar vericilerin tercihlerine göre sıralamak için COPRAS, WASPAS ve MABAC yöntemleri uygulanmıştır. Önerilen çerçevenin uygulanabilirliğini göstermek için gıda endüstrisinden örnek olay çalışması tartışılmıştır. BWM bulgularından ‘Çevre yönetim sistemi’ ve ‘maliyet’ yeşil tedarikçi seçiminde en önemli kriterler olarak tespit edilmiştir.

Keywords

BWM, CRITIC, COPRAS, ENTROPI, MABAC

References

• Bakeshlou, E. A., Khamseh, A. A., Asl, M. A. G., Sadeghi, J., & Abbaszadeh, M. (2017). Evaluating a green supplier selection problem using a hybrid MODM algorithm. Journal of Intelligent Manufacturing, 28(4), 913–927. https://doi.org/10.1007/s10845-014-1028-y
• Banaeian, N., Mobli, H., Fahimnia, B., Nielsen, I. E., & Omid, M. (2018). Green supplier selection using fuzzy group decision making methods: A case study from the agri-food industry. Computers & Operations Research, 89, 337–347. https://doi.org/10.1016/J.COR.2016.02.015
• Chai, J., Liu, J. N. K., & Ngai, E. W. T. (2013). Application of decision-making techniques in supplier selection: A systematic review of literature. Expert Systems with Applications, 40(10), 3872–3885. https://doi.org/10.1016/J.ESWA.2012.12.040
• Deng, X., Hu, Y., Deng, Y., & Mahadevan, S. (2014). Supplier selection using AHP methodology extended by D numbers. Expert Systems with Applications, 41(1), 156–167. https://doi.org/10.1016/J.ESWA.2013.07.018
• Genovese, A., Lenny Koh, S. C., Bruno, G., & Esposito, E. (2013). Greener supplier selection: state of the art and some empirical evidence. International Journal of Production Research, 51(10), 2868–2886. https://doi.org/10.1080/00207543.2012.748224
• Govindan, K., Kadziński, M., & Sivakumar, R. (2017). Application of a novel PROMETHEE-based method for construction of a group compromise ranking to prioritization of green suppliers in food supply chain. Omega, 71, 129–145. https://doi.org/10.1016/J.OMEGA.2016.10.004
• Govindan, K., Rajendran, S., Sarkis, J., & Murugesan, P. (2015). Multi criteria decision making approaches for green supplier evaluation and selection: a literature review. Journal of Cleaner Production, 98, 66–83. https://doi.org/10.1016/J.JCLEPRO.2013.06.046
• Gupta, S., Soni, U., & Kumar, G. (2019). Green supplier selection using multi-criterion decision making under fuzzy environment: A case study in automotive industry. Computers & Industrial Engineering, 136, 663–680. https://doi.org/10.1016/J.CIE.2019.07.038
• Hamdan, S., & Cheaitou, A. (2017). Supplier selection and order allocation with green criteria: An MCDM and multi-objective optimization approach. Computers & Operations Research, 81, 282–304. https://doi.org/10.1016/J.COR.2016.11.005
• Hsu, C.-W., & Hu, A. H. (2009). Applying hazardous substance management to supplier selection using analytic network process. Journal of Cleaner Production, 17(2), 255–264. https://doi.org/10.1016/J.JCLEPRO.2008.05.004
• 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. Journal of Cleaner Production, 56, 164–172. https://doi.org/10.1016/J.JCLEPRO.2011.09.012
• James, F. (2015). Green supplier selection using an AHP-Entropy-TOPSIS framework. Supply Chain Management: An International Journal, 20(3), 327–340. https://doi.org/10.1108/SCM-04-2014-0142
• Jiang, P., Hu, Y. C., Yen, G. F., & Tsao, S. J. (2018). Green supplier selection for sustainable development of the automotive industry using grey decision-making. Sustainable Development, 26(6), 890–903. https://doi.org/10.1002/sd.1860
• Kannan, G., Haq, A.N., Sasikumar, P., Arunachalam, S. (2008). Analysis and selection of green suppliers using interpretative structural modelling and analytic hierarchy process. International Journal of Management and Decision Making, 9(2), 163–182.
• Keshavarz Ghorabaee, M., Zavadskas, E. K., Amiri, M., & Esmaeili, A. (2016). Multi-criteria evaluation of green suppliers using an extended WASPAS method with interval type-2 fuzzy sets. Journal of Cleaner Production, 137, 213–229. https://doi.org/10.1016/J.JCLEPRO.2016.07.031
• Kuo, T., Hsu, C.-W., & Li, J.-Y. (2015). Developing a green supplier selection model by using the DANP with VIKOR. Sustainability, 7, 1661–1689. https://doi.org/10.3390/su7021661
• Lee, A. H. I., Kang, H.-Y., Hsu, C.-F., & Hung, H.-C. (2009). A green supplier selection model for high-tech industry. Expert Systems with Applications, 36(4), 7917–7927. https://doi.org/10.1016/J.ESWA.2008.11.052
• Liao, C.-N., Fu, Y.-K., & Wu, L.-C. (2016). Integrated FAHP, ARAS-F and MSGP methods for green supplier evaluation and selection. Technological and Economic Development of Economy, 22(5), 651–669. https://doi.org/10.3846/20294913.2015.1072750
• Liou, J. J. H., Chuang, Y.-C., Zavadskas, E. K., & Tzeng, G.-H. (2019). Data-driven hybrid multiple attribute decision-making model for green supplier evaluation and performance improvement. Journal of Cleaner Production, 241, 118321. https://doi.org/10.1016/J.JCLEPRO.2019.118321
• Mathiyazhagan, K., Sudhakar, S., & Bhalotia, A. (2018). Modeling the criteria for selection of suppliers towards green aspect: a case in Indian automobile industry. OPSEARCH, 55(1), 65–84. https://doi.org/10.1007/s12597-017-0315-8
• Mishra, A. R., Rani, P., Pardasani, K. R., & Mardani, A. (2019). A novel hesitant fuzzy WASPAS method for assessment of green supplier problem based on exponential information measures. Journal of Cleaner Production, 238, 117901. https://doi.org/10.1016/J.JCLEPRO.2019.117901
• Mousakhani, S., Nazari-Shirkouhi, S., & Bozorgi-Amiri, A. (2017). A novel interval type-2 fuzzy evaluation model based group decision analysis for green supplier selection problems: A case study of battery industry. Journal of Cleaner Production, 168, 205–218. https://doi.org/10.1016/J.JCLEPRO.2017.08.154
• Qin, J., Liu, X., & Pedrycz, W. (2017). An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment. European Journal of Operational Research, 258(2), 626–638. https://doi.org/10.1016/j.ejor.2016.09.059
• Reza Kiani, M. (2015). Green supplier selection: A fuzzy AHP and fuzzy ARAS approach. International Journal of Services and Operations Management, 22(2), 165–188. https://doi.org/10.1504/IJSOM.2015.071528
• Rezaei, J. (2015). Best-worst multi-criteria decision-making method. Omega, 53, 49–57. https://doi.org/10.1016/J.OMEGA.2014.11.009
• Rouyendegh, B. D., Yildizbasi, A., & Üstünyer, P. (2019). Intuitionistic Fuzzy TOPSIS method for green supplier selection problem. Soft Computing. https://doi.org/10.1007/s00500-019-04054-8
• Sheu, J.-B., Chou, Y.-H., & Hu, C.-C. (2005). An integrated logistics operational model for green-supply chain management. Transportation Research Part E: Logistics and Transportation Review, 41(4), 287–313. https://doi.org/10.1016/J.TRE.2004.07.001
• Wu, Q., Zhou, L., Chen, Y., & Chen, H. (2019). An integrated approach to green supplier selection based on the interval type-2 fuzzy best-worst and extended VIKOR methods. Information Sciences, 502, 394–417. https://doi.org/10.1016/J.INS.2019.06.049
• Yazdani, M., Chatterjee, P., & Kazimieras, E. (2017). Integrated QFD-MCDM framework for green supplier selection. Journal of Cleaner Production, 142, 3728–3740. https://doi.org/10.1016/j.jclepro.2016.10.095
• Yu, Q., & Hou, F. (2016). An approach for green supplier selection in the automobile manufacturing industry. Kybernetes, 45(4), 571–588. https://doi.org/10.1108/K-01-2015-0034
• Yucesan, M., Mete, S., Serin, F., Celik, E., & Gul, M. (2019). An Integrated Best-Worst and Interval Type-2 Fuzzy TOPSIS Methodology for Green Supplier Selection. Mathematics, 7(2), 182. https://doi.org/10.3390/math7020182