Hesitant fuzzy programming technique for multidimensional analysis of hesitant fuzzy preferences

Xiaolu Zhang (), Zeshui Xu () and Xiaoming Xing ()
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Xiaolu Zhang: Jiangxi University of Finance and Economics
Zeshui Xu: Sichuan University
Xiaoming Xing: Jiangxi University of Finance and Economics

OR Spectrum: Quantitative Approaches in Management, 2016, vol. 38, issue 3, No 11, 789-817

Abstract: Abstract The linear programming technique for multidimensional analysis of preferences (LINMAP) is the most representative method for handling the multiple criteria decision making (MCDM) problems with respect to the preference information over alternatives. This paper utilizes the main structure of LINMAP to develop a novel hesitant fuzzy mathematical programming technique to handle MCDM problems within the decision environment of hesitant fuzzy elements (HFEs). Considering the hesitancy of the decision maker, both the pair-wise comparison preference information over alternatives and the evaluation information of alternatives with criteria are represented by the HFEs. Based on the incomplete pair-wise preference judgments over alternatives, we propose the concepts of the hesitant fuzzy consistency and inconsistency indices. Furthermore, we construct a hesitant fuzzy mathematical programming model to derive the weights of criteria and the positive-ideal solution. In this hesitant fuzzy programming model both the objective function and partial constraints’ coefficients take the form of HFEs, and an effective approach based on the ranking method of HFEs is further developed to solve the new derived model. To address the incomplete and inconsistent preference structures of criteria weights, we introduce several deviation variables and establish the bi-objective nonlinear programming model. At length, we employ a green supplier selection problem to illustrate the feasibility and applicability of the proposed technique and conduct a comparison analysis to validate its effectiveness.

Keywords: Hesitant fuzzy information; Multiple criteria decision making; Inconsistency; Hesitant fuzzy programming model (search for similar items in EconPapers)
Date: 2016
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Citations: View citations in EconPapers (3)

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DOI: 10.1007/s00291-015-0420-0

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