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An extension on PROMETHEE based on the typical hesitant fuzzy sets to solve multi-attribute decision-making problem

Amin Mahmoudi (Department of Industrial Engineering, Science and Research Branch, Islamic Azad University, Tehran, Iran)
Soheil Sadi-Nezhad (Department of Statistics and Actuarial Science, University of Waterloo, Waterloo, Canada)
Ahmad Makui (Department of Industrial Engineering, Iran University of Science and Technology, Tehran, Iran)
Mohammad Reza Vakili (Department of Industrial Engineering, Ardabil Branch, Islamic Azad University, Ardabil, Iran)

Kybernetes

ISSN: 0368-492X

Article publication date: 5 September 2016

353

Abstract

Purpose

The purpose of this paper is to extend the PROMETHEE method under typical hesitant fuzzy information for solving multi-attribute decision-making problem in which there is hesitancy among experts.

Design/methodology/approach

Different aggregation and distance functions were developed to deal with HFS. But it is rational that different operators applying in existing methods can produce different results. Also, it is difficult for decision makers to select suitable operators. To address the drawback, this paper develops the PROMETHEE method as an outranking approach to accommodate hesitant fuzzy information. Since the proposed method is constructed on the basis of the pair-wise comparisons, it is independent of the aggregation and distance functions.

Findings

To demonstrate the efficiency and accuracy of the proposed method, the authors provide a numerical example and a comparative analysis. The results indicate that outranking-based methods suggest a better ranking than the aggregation- and distance-based methods.

Research limitations/implications

The proposed approach does not consider the hesitant fuzzy linguistic information decision-making problem.

Practical implications

The proposed approach can be applied in many group decision-making problems in which there is hesitancy among experts.

Originality/value

This paper proposes an extension on PROMETHEE method under hesitant fuzzy information, which has not been reported in the existing academic literature.

Keywords

Citation

Mahmoudi, A., Sadi-Nezhad, S., Makui, A. and Vakili, M.R. (2016), "An extension on PROMETHEE based on the typical hesitant fuzzy sets to solve multi-attribute decision-making problem", Kybernetes, Vol. 45 No. 8, pp. 1213-1231. https://doi.org/10.1108/K-10-2015-0271

Publisher

:

Emerald Group Publishing Limited

Copyright © 2016, Emerald Group Publishing Limited

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