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

被引:13
|
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
下载
收藏
页码:531 / 548
页数:17
相关论文
共 50 条
  • [21] Potential Nondominance in Multi-Criteria Decision Analysis
    Podinovski, Vladislav
    Nelyubin, Andrey
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2024, 23 (03) : 1401 - 1422
  • [22] Decerns: A Framework for Multi-Criteria Decision Analysis
    Boris Yatsalo
    Vladimir Didenko
    Sergey Gritsyuk
    Terry Sullivan
    International Journal of Computational Intelligence Systems, 2015, 8 : 467 - 489
  • [23] Modeling the context in Multi-Criteria Decision Analysis
    Labreuche, Christophe
    NEW DIMENSIONS IN FUZZY LOGIC AND RELATED TECHNOLOGIES, VOL II, PROCEEDINGS, 2007, : 303 - 310
  • [24] Multi-Criteria Decision Analysis Methods Comparison
    Zlaugotne, Beate
    Zihare, Lauma
    Balode, Lauma
    Kalnbalkite, Antra
    Khabdullin, Aset
    Blumberga, Dagnija
    ENVIRONMENTAL AND CLIMATE TECHNOLOGIES, 2020, 24 (01) : 454 - 471
  • [25] Decerns: A Framework for Multi-Criteria Decision Analysis
    Yatsalo, Boris
    Didenko, Vladimir
    Gritsyuk, Sergey
    Sullivan, Terry
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2015, 8 (03) : 467 - 489
  • [26] Modeling uncertainty in multi-criteria decision analysis
    Durbach, Ian N.
    Stewart, Theodor J.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 223 (01) : 1 - 14
  • [27] Stakeholder involvement in Multi-Criteria Decision Analysis
    Thokala, Praveen
    Madhavan, Guruprasad
    COST EFFECTIVENESS AND RESOURCE ALLOCATION, 2018, 16
  • [28] Biases and Debiasing in Multi-Criteria Decision Analysis
    Montibeller, Gilberto
    von Winterfeldt, Detlof
    2015 48TH HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS), 2015, : 1218 - 1226
  • [29] EMPLOYING CARDINAL RANK ORDERING OF CRITERIA IN MULTI-CRITERIA DECISION ANALYSIS
    Riabacke, Mona
    Danielson, Mats
    Larsson, Aron
    Ekenberg, Love
    UNCERTAINTY MODELING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2012, 7 : 76 - 82
  • [30] Multi-criteria decision-making problem based on the novel probabilistic hesitant fuzzy entropy and TODIM method
    Yang, Guangfen
    Ren, Min
    Hao, Xiumei
    ALEXANDRIA ENGINEERING JOURNAL, 2023, 68 : 437 - 451