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Incremental analysis for generalized TODIM

Author

Listed:
  • Yuan-Sheng Lee

    () (Tamkang University)

  • Hsu-Shih Shih

    () (Tamkang University)

Abstract

Abstract This study aims to generalize TODIM to eliminate two types of scaling effects by incremental analysis. One effect is due to an inappropriate presentation of the losses part in S-shaped value function in traditional TODIM, in which the criteria with smaller weights will contribute larger dominance values in its computing process. The other effect is derived from aggregating partial dominance measurements among heterogeneous criteria in traditional TODIM (a Portuguese acronym of Interactive and Multi-criteria Decision Making). The proposed approach firstly divides the criteria into two categories, benefits and costs, each of which is manipulated separately so as to facilitate incremental analysis. For each category, the pairwise dominance of one alternative is accumulated and normalized to represent the global dominance of each alternative. The global dominance measurements of alternatives in both categories are then combined according to benefit-cost ratio in order to rank alternatives. In addition, sensitivity analyses on the parameters of the gains/losses value function and the cutoff benefit-cost ratio demonstrate the robustness of the proposed model. An example of the selection of fuel buses is illustrated, and shows that our model is feasible and effective for MCDM problems with risk preference.

Suggested Citation

  • Yuan-Sheng Lee & Hsu-Shih Shih, 2016. "Incremental analysis for generalized TODIM," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 24(4), pages 901-922, December.
  • Handle: RePEc:spr:cejnor:v:24:y:2016:i:4:d:10.1007_s10100-015-0427-2
    DOI: 10.1007/s10100-015-0427-2
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    References listed on IDEAS

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    1. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    2. Mohammed Abdellaoui & Han Bleichrodt & Corina Paraschiv, 2007. "Loss Aversion Under Prospect Theory: A Parameter-Free Measurement," Management Science, INFORMS, vol. 53(10), pages 1659-1674, October.
    3. Tzeng, Gwo-Hshiung & Lin, Cheng-Wei & Opricovic, Serafim, 2005. "Multi-criteria analysis of alternative-fuel buses for public transportation," Energy Policy, Elsevier, vol. 33(11), pages 1373-1383, July.
    4. Quiggin, John, 1993. "Testing between Alternative Models of Choice under Uncertainty: Comment," Journal of Risk and Uncertainty, Springer, vol. 6(2), pages 161-164, April.
    5. George Wu & Richard Gonzalez, 1996. "Curvature of the Probability Weighting Function," Management Science, INFORMS, vol. 42(12), pages 1676-1690, December.
    6. Luiz Gomes & Maria Machado & Luis Rangel, 2013. "Behavioral multi-criteria decision analysis: the TODIM method with criteria interactions," Annals of Operations Research, Springer, vol. 211(1), pages 531-548, December.
    7. Luiz Gomes & Maria Machado & Xavier Gonzalez & Luis Rangel, 2013. "Erratum to: Behavioral multi-criteria decision analysis: the TODIM method with criteria interactions," Annals of Operations Research, Springer, vol. 211(1), pages 529-529, December.
    8. Shih, Hsu-Shih, 2008. "Incremental analysis for MCDM with an application to group TOPSIS," European Journal of Operational Research, Elsevier, vol. 186(2), pages 720-734, April.
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