Behavioral multi-criteria decision analysis: The TODIM method with criteria interactions

被引:14
|
作者
Gomes L.F.A.M. [1 ]
Machado M.A.S. [1 ]
Rangel L.A.D. [2 ]
机构
[1] Ibmec, Av. Presidente Wilson, 118, 11th floor, 20030-020 Rio de Janeiro, RJ
[2] EEIMVR, UFF, Av. dos Trabalhadores, 420, 27255-125 Vila Santa Cecília, Volta Redonda, RJ
关键词
Decision analysis; Multicriteria decision aid; TODIM method;
D O I
10.1007/s10479-013-1345-0
中图分类号
学科分类号
摘要
In this paper a multi-criteria decision aiding model is developed through the use of the Choquet integral. The proposed model is an extension of the TODIM method, which is based on nonlinear Cumulative Prospect Theory. The paper starts by reviewing the first steps of behavioral decision theory. A presentation of the TODIM method follows. The basic concepts of the Choquet integral as related to multi-criteria decision aiding are reviewed. It is also shown how the measures of dominance of the TODIM method can be rewritten through the application of the Choquet integral. From the ordering of decision criteria the fuzzy measures of criteria interactions are computed, which leads to the ranking of alternatives. A case study on the forecasting of property values for rent in a Brazilian city illustrates the proposed model. Results obtained from the use of the Choquet integral are then compared against a previously made usage of the TODIM method. It is concluded that significant advantages exist derived from the use of the Choquet integral. The paper closes with recommendations for future research. © 2013 Springer Science+Business Media New York.
引用
收藏
页码:531 / 548
页数:17
相关论文
共 50 条
  • [41] A Method for Multi-criteria Decision Making with Linguistic Preference Information on Criteria and Alternatives
    Li, Quan
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 1, PROCEEDINGS, 2008, : 260 - 264
  • [42] Fuzzy multi-criteria acceptability analysis: A new approach to multi-criteria decision analysis under fuzzy environment
    Yatsalo, Boris
    Korobov, Alexander
    Martinez, L.
    EXPERT SYSTEMS WITH APPLICATIONS, 2017, 84 : 262 - 271
  • [43] A full ranking method in data envelopment analysis with multi-criteria decision analysis
    Tavana, Madjid
    Bonyani, Abbas
    Karimi, Tooraj
    INTERNATIONAL JOURNAL OF APPLIED MANAGEMENT SCIENCE, 2025, 17 (01)
  • [44] A Novel Method for Fuzzy Multi-Criteria Decision Making
    Xia, Meimei
    Xu, Zeshui
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2014, 13 (03) : 497 - 519
  • [45] The stratified multi-criteria decision-making method
    Asadabadi, Mehdi Rajabi
    KNOWLEDGE-BASED SYSTEMS, 2018, 162 : 115 - 123
  • [46] The Improved CURLI Method for Multi-Criteria Decision Making
    Nguyen, Anh-Tu
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2023, 13 (01) : 10121 - 10127
  • [47] Multi-criteria decision method by grey relation projection
    Feng, L
    Yi, Z
    Zhang, WW
    CONCURRENT ENGINEERING: THE WORLDWIDE ENGINEERING GRID, PROCEEDINGS, 2004, : 755 - 758
  • [48] CONCRETop - A multi-criteria decision method for concrete optimization
    Kurda, Rawaz
    de Brito, Jorge
    Silvestre, Jose D.
    ENVIRONMENTAL IMPACT ASSESSMENT REVIEW, 2019, 74 : 73 - 85
  • [49] A Multi-Criteria Decision Method Based on Rank Distance
    Dinu, Liviu P.
    Popescu, Marius
    FUNDAMENTA INFORMATICAE, 2008, 86 (1-2) : 79 - 91
  • [50] Assessing the Preferences for Criteria in Multi-Criteria Decision Analysis in Treatments for Rare Diseases
    Schey, Carina
    Postma, Maarten Jacobus
    Krabbe, Paul F. M.
    Topachevskyi, Olekdandr
    Volovyk, Andrew
    Connolly, Mark
    FRONTIERS IN PUBLIC HEALTH, 2020, 8