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Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment

Cilt: 12 Sayı: 1 15 Haziran 2022
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Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment

Öz

The importance of protecting the environment is increasing day by day due to environmental concerns such as global warming, human toxicity, eutrophication, and water scarcity. For this reason, companies have started to change their production processes to be enviromentally friendly. One of the necessary changes is to supply raw materials and/or products that are less harmful to the environment. Therefore, companies have to procure raw materials and/or products from green suppliers. This study, it is aimed to evaluate green suppliers for a textile industry under the interval-valued intuitionistic fuzzy (IVIF) environment, considering various environmental and economic criteria. AHP and TOPSIS methods are integrated under the IVIF environment to be used in the evaluation process of green suppliers. In the integrated method, the IVIF-AHP method is used to calculate criterion weights and the IVIF-TOPSIS method is used to rank green suppliers. At the end of the study, a sensitivity analysis is conducted to observe the effects of changes in the weights of the criteria in the selection of green suppliers for the textile industry.

Anahtar Kelimeler

AHP, IVIF sets, MCDM, supplier selection, textile industry, TOPSIS

Kaynakça

  1. Abdullah, L., and Najib, L. (2014). A new preference scale of intuitionistic fuzzy analytic hierarchy process in multi-criteria decision making problems. Journal of Intelligent & Fuzzy Systems, 26(2), 1039-1049. doi:10.3233/Ifs-130796
  2. Acar, A. Z., Onden, I., and Gurel, O. (2016). Evaluation of the Parameters of the Green Supplier Selection Decision in Textile Industry. Fibres & Textiles in Eastern Europe, 24(5), 8-14. doi:10.5604/12303666.1215520
  3. Amindoust, A., and Saghafinia, A. (2017). Textile supplier selection in sustainable supply chain using a modular fuzzy inference system model. Journal of the Textile Institute, 108(7), 1250-1258. doi:10.1080/00405000.2016.1238130
  4. Atanassov, K., and Gargov, G. (1989). Interval Valued Intuitionistic Fuzzy-Sets. Fuzzy Sets and Systems, 31(3), 343-349. doi:Doi 10.1016/0165-0114(89)90205-4
  5. Banaeian, N., Mobli, H., Fahimnia, B., Nielsen, I. E., and 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. doi:10.1016/j.cor.2016.02.015
  6. Boran, F. E., Genc, S., Kurt, M., and Akay, D. (2009). A multi-criteria intuitionistic fuzzy group decision making for supplier selection with TOPSIS method. Expert Systems with Applications, 36(8), 11363-11368. doi:10.1016/j.eswa.2009.03.039
  7. Celik, E., Yucesan, M., andGul, M. (2021). Green supplier selection for textile industry: a case study using BWM-TODIM integration under interval type-2 fuzzy sets. Environmental Science and Pollution Research, 1-25. doi:10.1007/s11356-021-13832-7
  8. Chen, S. M., Yang, M. W., Yang, S. W., Sheu, T. W., andLiau, C. J. (2012). Multicriteria fuzzy decision making based on interval-valued intuitionistic fuzzy sets. Expert Systems with Applications, 39(15), 12085-12091. doi:10.1016/j.eswa.2012.04.021
  9. Chen, T. Y., Wang, H. P., andLu, Y. Y. (2011). A multicriteria group decision-making approach based on interval-valued intuitionistic fuzzy sets: A comparative perspective. Expert Systems with Applications, 38(6), 7647-7658. doi:10.1016/j.eswa.2010.12.096
  10. Ecer, B., Aktas, A., andKabak, M. (2019). Green supplier selection of a textile manufacturer: a hybrid approach based on AHP and VIKOR. MANAS Journal of Engineering, 7(2), 126-135.

Kaynak Göster

APA
Kokoç, M. (2022). Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment. Karadeniz Fen Bilimleri Dergisi, 12(1), 296-316. https://doi.org/10.31466/kfbd.1060512
AMA
1.Kokoç M. Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment. KFBD. 2022;12(1):296-316. doi:10.31466/kfbd.1060512
Chicago
Kokoç, Melda. 2022. “Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment”. Karadeniz Fen Bilimleri Dergisi 12 (1): 296-316. https://doi.org/10.31466/kfbd.1060512.
EndNote
Kokoç M (01 Haziran 2022) Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment. Karadeniz Fen Bilimleri Dergisi 12 1 296–316.
IEEE
[1]M. Kokoç, “Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment”, KFBD, c. 12, sy 1, ss. 296–316, Haz. 2022, doi: 10.31466/kfbd.1060512.
ISNAD
Kokoç, Melda. “Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment”. Karadeniz Fen Bilimleri Dergisi 12/1 (01 Haziran 2022): 296-316. https://doi.org/10.31466/kfbd.1060512.
JAMA
1.Kokoç M. Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment. KFBD. 2022;12:296–316.
MLA
Kokoç, Melda. “Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment”. Karadeniz Fen Bilimleri Dergisi, c. 12, sy 1, Haziran 2022, ss. 296-1, doi:10.31466/kfbd.1060512.
Vancouver
1.Melda Kokoç. Green Supplier Selection in the Textile Industry Using MCDM Methods Under the Interval-Valued Intuitionistic Fuzzy Environment. KFBD. 01 Haziran 2022;12(1):296-31. doi:10.31466/kfbd.1060512