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Neutrosophic VIKOR approach for multi-attribute group decision-making

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  • Hossein Sayyadi Tooranloo
  • Arezoo Sadat Ayatollah

Abstract

Uncertainty, imprecise, incomplete, and inconsistent information can be found in many real-life systems and may cause more complex problems. A neutrosophic set is an effective and useful tool to describe problems with Uncertainty, imprecise, incomplete, and inconsistent information. The neutrosophic set is characterized by three independent degrees namely the truth-membership degree (T), indeterminacy-membership degree (I), and falsity-membership degree (F). In this paper, we present an extension of the VIKOR method for the solution of multi-criteria decision- making problems, namely neutrosophic set-VIKOR (NS-VIKOR) in a refined neutrosophic environment. The weight of each decision-maker is considered a single valued neutrosophic number. The criteria for the weight of every decision-maker are also considered neutrosophic numbers. An aggregation operator is used to combine all decision-makers’ opinions into a single opinion for a rating between criteria and alternatives. Euclidean distances from the positive and negative ideal solutions are calculated to construct relative closeness coefficients. Lastly, an illustrative example of tablet selection is provided to show the applicability of the proposed VIKOR approach.

Suggested Citation

  • Hossein Sayyadi Tooranloo & Arezoo Sadat Ayatollah, 2024. "Neutrosophic VIKOR approach for multi-attribute group decision-making," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 34(2), pages 121-134.
  • Handle: RePEc:wut:journl:v:34:y:2024:i:2:p:121-134:id:8
    DOI: 10.37190/ord240208
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    References listed on IDEAS

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    1. R. E. Bellman & L. A. Zadeh, 1970. "Decision-Making in a Fuzzy Environment," Management Science, INFORMS, vol. 17(4), pages 141-164, December.
    2. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2007. "Extended VIKOR method in comparison with outranking methods," European Journal of Operational Research, Elsevier, vol. 178(2), pages 514-529, April.
    3. Liu, Hua-Wen & Wang, Guo-Jun, 2007. "Multi-criteria decision-making methods based on intuitionistic fuzzy sets," European Journal of Operational Research, Elsevier, vol. 179(1), pages 220-233, May.
    4. Hossein Safari & Zahra Faraji & Setareh Majidian, 2016. "Identifying and evaluating enterprise architecture risks using FMEA and fuzzy VIKOR," Journal of Intelligent Manufacturing, Springer, vol. 27(2), pages 475-486, April.
    5. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    6. Liou, James J.H. & Tsai, Chieh-Yuan & Lin, Rong-Ho & Tzeng, Gwo-Hshiung, 2011. "A modified VIKOR multiple-criteria decision method for improving domestic airlines service quality," Journal of Air Transport Management, Elsevier, vol. 17(2), pages 57-61.
    7. Derya Bakbak & Vakkas Uluçay & Memet Şahin, 2019. "Neutrosophic Soft Expert Multiset and Their Application to Multiple Criteria Decision Making," Mathematics, MDPI, vol. 7(1), pages 1-17, January.
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