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Multiple criteria group decision making with belief distributions and distributed preference relations

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  • Fu, Chao
  • Chang, Wenjun
  • Xue, Min
  • Yang, Shanlin

Abstract

To solve multiple criteria group decision making (MCGDM) problems with belief distributions (BDs) and distributed preference relations (DPRs), this paper proposes a new method. For unifying BDs and DPRs, the transformation from BDs into DPRs is developed. Two important properties of the transformation, which are the internal consistency and the Pareto principle of social choice theory, are theoretically proven on the condition that the evidential reasoning algorithm is used to combine DPRs. With a view to relieving the burden on decision makers to provide complete DPR matrices, the process of generating solutions to the MCGDM problems from the DPRs between neighboring alternatives and belief matrices composed of BDs is presented through the consistency between the score intervals of the DPRs. The proposed method is used to select a key filed for an enterprise located in Hefei, Anhui Province, China. The selection is validated by analyzing actual situations to demonstrate the applicability and validity of the proposed method. The internal consistency and the Pareto principle of social choice theory are verified through the relevant results of conducting the selection and simulation experiments based on selected data and random parameters in the field selection problem.

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  • Fu, Chao & Chang, Wenjun & Xue, Min & Yang, Shanlin, 2019. "Multiple criteria group decision making with belief distributions and distributed preference relations," European Journal of Operational Research, Elsevier, vol. 273(2), pages 623-633.
    • Handle: RePEc:eee:ejores:v:273:y:2019:i:2:p:623-633
    DOI: 10.1016/j.ejor.2018.08.012
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