A new hesitant fuzzy analytical hierarchy process method for decision-making problems under uncertainty

S. Mousavi, H. Gitinavard, A. Siadat
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引用次数: 26

Abstract

Hesitant fuzzy set is a useful and powerful tool for dealing with uncertainty and hesitant situations. This concept helps experts or decision makers so that they specify their evaluations under a set. In this paper, we present the hesitant fuzzy sets for the analytical hierarchy process (AHP) method. For convenience, we call the proposed method as HF-AHP. In the process of proposed method, decision makers' evaluations for comparison matrices are expressed by linguistic variables and then DMs' judgments are aggregated the by utilizing the hesitant fuzzy geometric operator. Finally, the performance of the proposed HF-AHP method is illustrated for the selection of the most appropriate bridge construction problem from the recent literature. Computational results and the comparative analysis demonstrate that the presented method can be used for multi-level evaluation process to assist decision makers for better judgment in selecting the best alternative.
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不确定条件下决策问题的一种新的犹豫模糊层次分析法
犹豫模糊集是处理不确定性和犹豫情况的有效工具。这个概念可以帮助专家或决策者在一个集合下指定他们的评估。本文提出了层次分析法(AHP)中的犹豫模糊集。为方便起见,我们将提出的方法称为HF-AHP。在该方法中,决策者对比较矩阵的评价用语言变量表示,然后利用犹豫模糊几何算子对决策者的判断进行聚合。最后,从最近的文献中说明了所提出的HF-AHP方法在选择最合适的桥梁施工问题方面的性能。计算结果和对比分析表明,该方法可用于多层次评价过程,以帮助决策者更好地选择最佳方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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