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.
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页码:531 / 548
页数:17
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