An approach to group decision-making with uncertain preference ordinals

  • Authors:

  • Zhi-Ping Fan;Qi Yue;Bo Feng;Yang Liu

  • Affiliations:

  • Department of Management Science and Engineering, School of Business Administration, Northeastern University, Shenyang 110004, China;Department of Management Science and Engineering, School of Business Administration, Northeastern University, Shenyang 110004, China;Department of Management Science and Engineering, School of Business Administration, Northeastern University, Shenyang 110004, China and Department of Decision Science, School of Business Administ ...;Department of Management Science and Engineering, School of Business Administration, Northeastern University, Shenyang 110004, China

  • Venue:
  • Computers and Industrial Engineering
  • Year:
  • 2010

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Abstract

The aim of this paper is to develop an approach to solving group decision-making problems, where the preference information on alternatives provided by experts is in the form of uncertain preference ordinals. In this paper, firstly, we give several definitions on uncertain preference ordinal. Then, to process uncertain preference ordinals, a decision matrix in the form of probabilities is constructed. Based on the decision matrix, a collective probability matrix on alternatives with regard to ranking positions is constructed. Furthermore, an optimization model is built based on the collective probability matrix, and the ranking of alternatives can be obtained by solving the model. Finally, two examples are used to illustrate the use of the proposed approach.