Research on the Stochastic Hybrid Multi-attribute Decision Making Method Based on Prospect Theory

Authors

1 School of Economics and Management, Shandong University of Science and Technology, Qingdao 266590, China

2 School of Management Science and Engineering, Shandong University of Finance and Economics, Jinan Shandong 250014, China

Abstract

With respect to the stochastic hybrid multi-attribute decision making problems with interval probability and unknown attribute weight, a multi-attribute decision making method based on prospect theory is proposed. To begin with, the hybrid attribute vales, including real numbers, interval numbers, triangular fuzzy numbers, linguistic variables, uncertain linguistic variables and intuitionistic fuzzy values, are converted to trapezoidal fuzzy numbers, and intervalprobability is expressed by trapezoidal fuzzyprobability; the prospectvalue function of the trapezoidal fuzzy numbers for every alternative under every attribute and everynatural state based on the decision-making reference point of each attribute, and the weight function of trapezoidal fuzzyprobability,can be constructed; then the prospect value of attribute for every alternative is calculated through prospectvalue function and the weight function. Then, a maximizing deviation method is used to determine the attribute weightsand the weighted prospect value of alternative is get by weighting the prospect values, and all the alternatives are ranked according to the expected values of the weighted prospect values. Finally, an illustrate example is given to show the decision-making steps, the influence on decision making for different parameter values in value function and weight function and different decision-making reference points. ing

Keywords

Scientia Iranica
Volume 21, Issue 3
Transactions on Industrial Engineering (E)
June 2014
Pages 1105-1119

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History

  • Receive Date: 05 August 2013
  • Revise Date: 21 December 2024
  • Accept Date: 27 July 2017

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