IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0290093.html
   My bibliography  Save this article

Sustainable supplier selection based on VIKOR with single-valued neutrosophic sets

Author

Listed:
  • Xiaochun Luo
  • Zilong Wang
  • Liguo Yang
  • Lin Lu
  • Song Hu

Abstract

Considering economic, environmental, and social issues, the sustainability of the supply chain has drawn considerable attention due to societal and environmental changes within the supply chain network. The strategic study of the entire supply chain process and maximizing an organization’s competitive advantage depend heavily on supplier selection based on sustainable indicators. Selecting sustainable suppliers for the supply chain is challenging since it is a multi-criteria decision-making (MCDM) problem with significant uncertainty in the decision-making process. This study uses the VlseKriterijumska Optimizacija I Kompromisno Resenje (VIKOR) technique and single-valued neutrosophic sets (SVNS) to deal with the challenge of choosing a sustainable supplier with insufficient information. This method reduces the influence of personal experience and preference on the final evaluation results and the problem of excessive individual regret caused by factor correlation and improves the consistency of evaluation results. Finally, the method’s success and adaptability are demonstrated by sensitivity analysis and additional comparison analysis, and the benefits and drawbacks of the suggested framework are examined. Compared to other approaches, it can assist decision-makers in communicating fuzzy and uncertain information, offering a perspective and approach for MCDM in the face of such situations, and helping them select suppliers of high caliber and who practice sustainable business practices.

Suggested Citation

  • Xiaochun Luo & Zilong Wang & Liguo Yang & Lin Lu & Song Hu, 2023. "Sustainable supplier selection based on VIKOR with single-valued neutrosophic sets," PLOS ONE, Public Library of Science, vol. 18(9), pages 1-27, September.
    • Handle: RePEc:plo:pone00:0290093
    DOI: 10.1371/journal.pone.0290093
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0290093
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0290093&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0290093?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Noor Muhammad & Zhigeng Fang & Syed Ahsan Ali Shah & Muhammad Azeem Akbar & Ahmed Alsanad & Abdu Gumaei & Yasir Ahmed Solangi, 2020. "A Hybrid Multi-Criteria Approach for Evaluation and Selection of Sustainable Suppliers in the Avionics Industry of Pakistan," Sustainability, MDPI, vol. 12(11), pages 1-22, June.
    2. Dan-Ping Li & Li Xie & Peng-Fei Cheng & Xiang-Hong Zhou & Cheng-Xun Fu, 2021. "Green Supplier Selection Under Cloud Manufacturing Environment: A Hybrid MCDM Model," SAGE Open, , vol. 11(4), pages 21582440211, November.
    3. Azimifard, Arezoo & Moosavirad, Seyed Hamed & Ariafar, Shahram, 2018. "Selecting sustainable supplier countries for Iran's steel industry at three levels by using AHP and TOPSIS methods," Resources Policy, Elsevier, vol. 57(C), pages 30-44.
    4. Yinghui Song & Junwu Wang & Feng Guo & Jiequn Lu & Sen Liu, 2021. "Research on Supplier Selection of Prefabricated Building Elements from the Perspective of Sustainable Development," Sustainability, MDPI, vol. 13(11), pages 1-24, May.
    5. Patchara Phochanikorn & Chunqiao Tan, 2019. "A New Extension to a Multi-Criteria Decision-Making Model for Sustainable Supplier Selection under an Intuitionistic Fuzzy Environment," Sustainability, MDPI, vol. 11(19), pages 1-24, September.
    6. Susana Díaz-Vázquez & Emilio Torres-Manzanera & Irene Díaz & Susana Montes, 2021. "On the Search for a Measure to Compare Interval-Valued Fuzzy Sets," Mathematics, MDPI, vol. 9(24), pages 1-30, December.
    7. Seyed Amirali Hoseini & Alireza Fallahpour & Kuan Yew Wong & Amir Mahdiyar & Morteza Saberi & Serdar Durdyev, 2021. "Sustainable Supplier Selection in Construction Industry through Hybrid Fuzzy-Based Approaches," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    8. Dongsheng Xu & Xiangxiang Cui & Huaxiang Xian, 2020. "An Extended EDAS Method with a Single-Valued Complex Neutrosophic Set and Its Application in Green Supplier Selection," Mathematics, MDPI, vol. 8(2), pages 1-14, February.
    9. Katerina Fotova Čiković & Ivana Martinčević & Joško Lozić, 2022. "Application of Data Envelopment Analysis (DEA) in the Selection of Sustainable Suppliers: A Review and Bibliometric Analysis," Sustainability, MDPI, vol. 14(11), pages 1-30, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ananna Paul & Nagesh Shukla & Sanjoy Kumar Paul & Andrea Trianni, 2021. "Sustainable Supply Chain Management and Multi-Criteria Decision-Making Methods: A Systematic Review," Sustainability, MDPI, vol. 13(13), pages 1-28, June.
    2. Shuang Yao & Donghua Yu & Yan Song & Hao Yao & Yuzhen Hu & Benhai Guo, 2018. "Dry Bulk Carrier Investment Selection through a Dual Group Decision Fusing Mechanism in the Green Supply Chain," Sustainability, MDPI, vol. 10(12), pages 1-19, November.
    3. Yi Wang & Yafei Yang & Zhaoxiang Qin & Yefei Yang & Jun Li, 2023. "A Literature Review on the Application of Digital Technology in Achieving Green Supply Chain Management," Sustainability, MDPI, vol. 15(11), pages 1-18, May.
    4. Chuhan Chen & Syarmila Hany Haron, 2023. "The Influence of Multistakeholder Value Cognition and Risk Attitudes on Sustainable Interior Landscape Design Decisions," Sustainability, MDPI, vol. 15(3), pages 1-22, February.
    5. Guo, Sui & Li, Huajiao & An, Haizhong & Sun, Qingru & Hao, Xiaoqing & Liu, Yanxin, 2019. "Steel product prices transmission activities in the midstream industrial chain and global markets," Resources Policy, Elsevier, vol. 60(C), pages 56-71.
    6. Hakan Altin, 2022. "The Comparison of Edas, Copras, and EFI Methods in the Decision-Making Process," International Journal of Operations Research and Information Systems (IJORIS), IGI Global, vol. 13(1), pages 1-19, January.
    7. Pratibha Rani & Arunodaya Raj Mishra & Abbas Mardani & Fausto Cavallaro & Dalia Štreimikienė & Syed Abdul Rehman Khan, 2020. "Pythagorean Fuzzy SWARA–VIKOR Framework for Performance Evaluation of Solar Panel Selection," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    8. Wang, Di & Shen, Ye & Zhao, Yueying & He, Wei & Liu, Xue & Qian, Xiangyan & Lv, Tao, 2020. "Integrated assessment and obstacle factor diagnosis of China's scientific coal production capacity based on the PSR sustainability framework," Resources Policy, Elsevier, vol. 68(C).
    9. Nihan Kabadayı, 2020. "An Integrated Fuzzy DEMATEL and Intuitionistic Fuzzy TOPSIS Method to Evaluate Sustainable Suppliers," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 8(2), pages 201-226, December.
    10. Stefan Jovčić & Petr Průša, 2021. "A Hybrid MCDM Approach in Third-Party Logistics (3PL) Provider Selection," Mathematics, MDPI, vol. 9(21), pages 1-19, October.
    11. Koray Altintas & Ozalp Vayvay & Sinan Apak & Emine Cobanoglu, 2020. "An Extended GRA Method Integrated with Fuzzy AHP to Construct a Multidimensional Index for Ranking Overall Energy Sustainability Performances," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    12. Mazandaran Negar Foroghi & Karimi Balal & Shahverdiani Shadi, 2025. "Ranking the Financial Inefficiency Factors of Companies with the Combined Approach of Data Envelopment Analysis and Neural Network," Studia Universitatis „Vasile Goldis” Arad – Economics Series, Sciendo, vol. 35(2), pages 65-85.
    13. Rodica Chetroiu & Ana Elena Cișmileanu & Elena Cofas & Ionut Laurentiu Petre & Steliana Rodino & Vili Dragomir & Ancuța Marin & Petruța Antoneta Turek-Rahoveanu, 2022. "Assessment of the Relations for Determining the Profitability of Dairy Farms, A Premise of Their Economic Sustainability," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    14. Tiaojuan Han & Jianfeng Lu & Hao Zhang & Wentao Gao, 2024. "Evolutionary Game Analysis of Providers’ and Demanders’ Low-Carbon Cooperation in Cloud Manufacturing Mode," Sustainability, MDPI, vol. 16(6), pages 1-18, March.
    15. Wang, Xu & Fang, Hong & Fang, Siran, 2020. "An integrated approach for exploitation block selection of shale gas—based on cloud model and grey relational analysis," Resources Policy, Elsevier, vol. 68(C).
    16. Fatih Ecer, 2022. "Multi-criteria decision making for green supplier selection using interval type-2 fuzzy AHP: a case study of a home appliance manufacturer," Operational Research, Springer, vol. 22(1), pages 199-233, March.
    17. Sophia Xiaoxia Duan & Santoso Wibowo & Josephine Chong, 2021. "A Multicriteria Analysis Approach for Evaluating the Performance of Agriculture Decision Support Systems for Sustainable Agribusiness," Mathematics, MDPI, vol. 9(8), pages 1-16, April.
    18. Zare Ahmadabadi, Habib & Zamzam, Fatemeh & Emrouznejad, Ali & Naser Sadrabadi, Alireza & Morovati Sharifabadi, Ali, 2024. "Measuring sustainable performance of OECD countries considering CO2 emissions: A new optimistic-pessimistic distance friction Minimization Model," Socio-Economic Planning Sciences, Elsevier, vol. 96(C).
    19. Koul Pawan & Roy Ghatak Ranjit, 2024. "An Analysis of Factors Influencing Green Supply Chain Drivers in the Indian Real Estate Sector Using the ISM-DEMATEL Approach," Foundations of Management, Sciendo, vol. 16(1), pages 83-102.
    20. Mustafa S. Al-Tekreeti & Salwa M. Beheiry & Vian Ahmed, 2021. "A Framework for Assessing Commitment Indicators in Sustainable Development Decisions," Sustainability, MDPI, vol. 13(9), pages 1-21, May.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0290093. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.