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A literature review of interval-valued intuitionistic fuzzy multi-criteria decision-making methodologies

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  • Melda Kokoç
  • Süleyman Ersöz

Abstract

Multi-criteria decision-making (MCDM) is one of the most popular problems handled by researchers in the literature. Since the interval-valued intuitionistic fuzzy set (IVIFS) theory generates as realistic as possible evaluation of linguistic expressions, researchers have been expanding traditional MCDM methods to the IVIF environment, especially in the last decade. This study provides a literature review of the relevant articles from several academic databases on applications of IVIF-MCDM methods. The review of 131 publications addresses specific research questions. To understand the research publication trend, this review offers a visual analysis that examines the studies from different perspectives, such as application areas, IVIF-MCDM methods, citations, most relevant journals, and validation methods. One of the most remarkable results of the literature review is that most publications in this field are published in SCIE indexed journals. Another noteworthy issue is that China is the country that produces the most articles in this field. In addition, English journals are mostly selected for the publication of articles. While it is seen that the investment selection problem is chosen mostly as the application area, the TOPSIS method is preferred mostly in the applications. This study stands out as the most comprehensive one that compiles publications containing extended traditional MCDM methods for IVIF sets. This review will be an important reference for future researchers and decision-makers involved in advancing MCDM methods considering vagueness and ambiguity.

Suggested Citation

  • Melda Kokoç & Süleyman Ersöz, 2021. "A literature review of interval-valued intuitionistic fuzzy multi-criteria decision-making methodologies," Operations Research and Decisions, Wroclaw University of Science and Technology, Faculty of Management, vol. 31(4), pages 89-116.
  • Handle: RePEc:wut:journl:v:31:y:2021:i:4:p:89-116:id:1592
    DOI: 10.37190/ord210405
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    References listed on IDEAS

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    1. Ye, Jun, 2010. "Fuzzy decision-making method based on the weighted correlation coefficient under intuitionistic fuzzy environment," European Journal of Operational Research, Elsevier, vol. 205(1), pages 202-204, August.
    2. Yang Liu & Jian-Wu Bi & Zhi-Ping Fan, 2017. "A Method for Ranking Products Through Online Reviews Based on Sentiment Classification and Interval-Valued Intuitionistic Fuzzy TOPSIS," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 16(06), pages 1497-1522, November.
    3. Shihu Liu & Tauqir Ahmed Moughal, 2014. "A Novel Method for Dynamic Multicriteria Decision Making with Hybrid Evaluation Information," Journal of Applied Mathematics, Hindawi, vol. 2014, pages 1-11, June.
    4. Hu, Kejia & Tan, Qian & Zhang, Tianyuan & Wang, Shuping, 2020. "Assessing technology portfolios of clean energy-driven desalination-irrigation systems with interval-valued intuitionistic fuzzy sets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    5. Edmundas Kazimieras Zavadskas & Jurgita Antucheviciene & Seyed Hossein Razavi Hajiagha & Shide Sadat Hashemi, 2015. "The Interval-Valued Intuitionistic Fuzzy MULTIMOORA Method for Group Decision Making in Engineering," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-13, June.
    6. Onar, Sezi Cevik & Oztaysi, Basar & Otay, İrem & Kahraman, Cengiz, 2015. "Multi-expert wind energy technology selection using interval-valued intuitionistic fuzzy sets," Energy, Elsevier, vol. 90(P1), pages 274-285.
    7. Tuzkaya, Gülfem & Sennaroglu, Bahar & Kalender, Zeynep Tuğçe & Mutlu, Meltem, 2019. "Hospital service quality evaluation with IVIF-PROMETHEE and a case study," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    8. Fatma Betül Yeni & Gökhan Özçelik, 2019. "Interval-Valued Atanassov Intuitionistic Fuzzy CODAS Method for Multi Criteria Group Decision Making Problems," Group Decision and Negotiation, Springer, vol. 28(2), pages 433-452, April.
    9. Xin Tong & Liying Yu, 2015. "A Novel MADM Approach Based on Fuzzy Cross Entropy with Interval-Valued Intuitionistic Fuzzy Sets," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-9, February.
    10. Hossein Sayyadi Tooranloo & Asiyeh Iranpour, 2017. "Supplier selection and evaluation using interval-valued intuitionistic fuzzy AHP method," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 10(5), pages 539-554.
    11. R. Krishankumar & K. S. Ravichandran & R. Ramprakash, 2017. "A Scientific Decision Framework for Supplier Selection under Interval Valued Intuitionistic Fuzzy Environment," Mathematical Problems in Engineering, Hindawi, vol. 2017, pages 1-18, October.
    12. Gai-Li Xu & Shu-Ping Wan & Xiao-Lan Xie, 2015. "A Selection Method Based on MAGDM with Interval-Valued Intuitionistic Fuzzy Sets," Mathematical Problems in Engineering, Hindawi, vol. 2015, pages 1-13, June.
    13. Zhuosheng Jia & Yingjun Zhang, 2019. "Interval-Valued Intuitionistic Fuzzy Multiple Attribute Group Decision Making with Uncertain Weights," Mathematical Problems in Engineering, Hindawi, vol. 2019, pages 1-9, March.
    14. Chunqiao Tan & Xiaohong Chen, 2013. "Interval-Valued Intuitionistic Fuzzy Multicriteria Group Decision Making Based on VIKOR and Choquet Integral," Journal of Applied Mathematics, Hindawi, vol. 2013, pages 1-16, December.
    15. Wenhao Qi & Zhixiong Huang & Hasan Dinçer & Renata Korsakienė & Serhat Yüksel, 2020. "Corporate Governance-Based Strategic Approach to Sustainability in Energy Industry of Emerging Economies with a Novel Interval-Valued Intuitionistic Fuzzy Hybrid Decision Making Model," Sustainability, MDPI, vol. 12(8), pages 1-19, April.
    16. Shihui Li & Bo Wang, 2020. "Research on Evaluating Algorithms for the Service Quality of Wireless Sensor Networks Based on Interval-Valued Intuitionistic Fuzzy EDAS and CRITIC Methods," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-12, July.
    17. Ren-Jie Mao & Jian-Xin You & Chun-Yan Duan & Lu-Ning Shao, 2019. "A Heterogeneous MCDM Framework for Sustainable Supplier Evaluation and Selection Based on the IVIF-TODIM Method," Sustainability, MDPI, vol. 11(18), pages 1-16, September.
    18. Jun-Ling Zhang & Xiao-Wen Qi, 2012. "Induced Interval-Valued Intuitionistic Fuzzy Hybrid Aggregation Operators with TOPSIS Order-Inducing Variables," Journal of Applied Mathematics, Hindawi, vol. 2012, pages 1-24, June.
    19. Hossein Sayyadi Tooranloo & Arezoo Sadat Ayatollah & Mohsen Karami, 2018. "IT outsourcing through group decision-making based on the principles of interval-valued intuitionistic fuzzy theory," International Journal of Procurement Management, Inderscience Enterprises Ltd, vol. 11(1), pages 96-112.
    20. Liu, Hu-Chen & You, Jian-Xin & Duan, Chun-Yan, 2019. "An integrated approach for failure mode and effect analysis under interval-valued intuitionistic fuzzy environment," International Journal of Production Economics, Elsevier, vol. 207(C), pages 163-172.
    21. Büyüközkan, Gülçin & Havle, Celal Alpay & Feyzioğlu, Orhan, 2020. "A new digital service quality model and its strategic analysis in aviation industry using interval-valued intuitionistic fuzzy AHP," Journal of Air Transport Management, Elsevier, vol. 86(C).
    22. Arunodaya Raj Mishra & Pratibha Rani, 2018. "Interval-Valued Intuitionistic Fuzzy WASPAS Method: Application in Reservoir Flood Control Management Policy," Group Decision and Negotiation, Springer, vol. 27(6), pages 1047-1078, December.
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