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Multi-Criteria Decision Making Methods and Fuzzy Sets

In: Fuzzy Multi-Criteria Decision Making

Author

Listed:
  • Cengiz Kahraman

    (Istanbul Technical University)

Abstract

Multi-criteria decision making (MCDM) is one of the well-known topics of decision making. Fuzzy logic provides a useful way to approach a MCDM problem. Very often in MCDM problems, data are imprecise and fuzzy. In a real-world decision situation, the application of the classic MCDM method may face serious practical constraints, because of the criteria containing imprecision or vagueness inherent in the information. For these cases, fuzzy multi-attribute decision making (MADM) and fuzzy multi-objective decision making (MODM) methods have been developed. In this chapter, crisp MADM and MODM methods are first summarized briefly and then the diffusion of the fuzzy set theory into these methods is explained. Some examples of recently published papers on fuzzy MADM and MODM are given.

Suggested Citation

  • Cengiz Kahraman, 2008. "Multi-Criteria Decision Making Methods and Fuzzy Sets," Springer Optimization and Its Applications, in: Cengiz Kahraman (ed.), Fuzzy Multi-Criteria Decision Making, pages 1-18, Springer.
    • Handle: RePEc:spr:spochp:978-0-387-76813-7_1
    DOI: 10.1007/978-0-387-76813-7_1
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    Citations

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    Cited by:

    1. Bihter Gizem Demircan & Kaan Yetilmezsoy, 2023. "A Hybrid Fuzzy AHP-TOPSIS Approach for Implementation of Smart Sustainable Waste Management Strategies," Sustainability, MDPI, vol. 15(8), pages 1-23, April.
    2. Aikaterini Papapostolou & Charikleia Karakosta & Haris Doukas, 2017. "Analysis of policy scenarios for achieving renewable energy sources targets: A fuzzy TOPSIS approach," Energy & Environment, , vol. 28(1-2), pages 88-109, March.
    3. Shirzadi, Somayeh & Sabouhi, Mahmood & Kenari, Reza Esfanjari, 2015. "Sustainable Management of Saravan Sylvan Park Using Stochastic Dynamic Programming," International Journal of Agricultural Management and Development (IJAMAD), Iranian Association of Agricultural Economics, vol. 5(3), September.
    4. Batyr Orazbayev & Yerbol Ospanov & Valentina Makhatova & Lazzat Salybek & Zhanat Abdugulova & Zhumazhan Kulmagambetova & Salamat Suleimenova & Kulman Orazbayeva, 2023. "Methods of Fuzzy Multi-Criteria Decision Making for Controlling the Operating Modes of the Stabilization Column of the Primary Oil-Refining Unit," Mathematics, MDPI, vol. 11(13), pages 1-20, June.
    5. Marcus V. C. Fagundes & Bernd Hellingrath & Francisco G. M. Freires, 2021. "Supplier Selection Risk: A New Computer-Based Decision-Making System with Fuzzy Extended AHP," Logistics, MDPI, vol. 5(1), pages 1-17, March.
    6. Hayk Manucharyan, 2020. "Dealing with uncertainties of green supplier selection: a fuzzy approach," Working Papers 2020-13, Faculty of Economic Sciences, University of Warsaw.
    7. Baoan Song & Qiyu Sun & Ying Li & Chuanqi Que, 2016. "Evaluating the Sustainability of Community-Based Long-Term Care Programmes: A Hybrid Multi-Criteria Decision Making Approach," Sustainability, MDPI, vol. 8(7), pages 1-19, July.
    8. Govind Kharat, Manoj & Murthy, Shankar & Jaisingh Kamble, Sheetal & Raut, Rakesh D. & Kamble, Sachin S. & Govind Kharat, Mukesh, 2019. "Fuzzy multi-criteria decision analysis for environmentally conscious solid waste treatment and disposal technology selection," Technology in Society, Elsevier, vol. 57(C), pages 20-29.
    9. Liu, Shuang & Proctor, Wendy & Cook, David, 2010. "Using an integrated fuzzy set and deliberative multi-criteria evaluation approach to facilitate decision-making in invasive species management," Ecological Economics, Elsevier, vol. 69(12), pages 2374-2382, October.
    10. Mimica R. Milošević & Miloš M. Nikolić & Dušan M. Milošević & Violeta Dimić, 2022. "Managing Resources Based on Influential Indicators for Sustainable Economic Development: A Case Study in Serbia," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
    11. Alireza Valipour & Hadi Sarvari & Jolanta Tamošaitiene, 2018. "Risk Assessment in PPP Projects by Applying Different MCDM Methods and Comparative Results Analysis," Administrative Sciences, MDPI, vol. 8(4), pages 1-17, December.
    12. Cengiz Kahraman & Sezi Cevik Onar & Basar Oztaysi, 2016. "A Comparison of Wind Energy Investment Alternatives Using Interval-Valued Intuitionistic Fuzzy Benefit/Cost Analysis," Sustainability, MDPI, vol. 8(2), pages 1-18, January.
    13. Balezentiene, Ligita & Streimikiene, Dalia & Balezentis, Tomas, 2013. "Fuzzy decision support methodology for sustainable energy crop selection," Renewable and Sustainable Energy Reviews, Elsevier, vol. 17(C), pages 83-93.

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