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一种基于改进得分函数的区间值直觉模糊TOPSIS方法。

An interval-valued intuitionistic fuzzy TOPSIS method based on an improved score function.

作者信息

Bai Zhi-yong

机构信息

College of Arts and Design, Beijing Forestry University, 35 Tsinghua East Road, Beijing 100083, China.

出版信息

ScientificWorldJournal. 2013 Dec 25;2013:879089. doi: 10.1155/2013/879089. eCollection 2013.

Abstract

This paper proposes an improved score function for the effective ranking order of interval-valued intuitionistic fuzzy sets (IVIFSs) and an interval-valued intuitionistic fuzzy TOPSIS method based on the score function to solve multicriteria decision-making problems in which all the preference information provided by decision-makers is expressed as interval-valued intuitionistic fuzzy decision matrices where each of the elements is characterized by IVIFS value and the information about criterion weights is known. We apply the proposed score function to calculate the separation measures of each alternative from the positive and negative ideal solutions to determine the relative closeness coefficients. According to the values of the closeness coefficients, the alternatives can be ranked and the most desirable one(s) can be selected in the decision-making process. Finally, two illustrative examples for multicriteria fuzzy decision-making problems of alternatives are used as a demonstration of the applications and the effectiveness of the proposed decision-making method.

摘要

本文针对区间直觉模糊集(IVIFS)的有效排序提出了一种改进的得分函数,并基于该得分函数提出了一种区间直觉模糊TOPSIS方法,以解决多准则决策问题。在这类问题中,决策者提供的所有偏好信息都表示为区间直觉模糊决策矩阵,其中每个元素都由IVIFS值表征,且准则权重信息已知。我们应用所提出的得分函数来计算各方案与正、负理想解的分离测度,以确定相对贴近度系数。根据贴近度系数的值,可以对各方案进行排序,并在决策过程中选择最理想的方案。最后,通过两个多准则模糊决策问题的示例,对所提出的决策方法的应用和有效性进行了说明。

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Dominance-based ranking functions for interval-valued intuitionistic fuzzy sets.基于优势的区间直觉模糊集排序函数。
IEEE Trans Cybern. 2014 Aug;44(8):1269-82. doi: 10.1109/TCYB.2013.2281837. Epub 2013 Oct 2.

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