基于区间中性不确定语言变量的多属性决策的扩展TOPSIS方法

Q1 Mathematics
S. Broumi, Jun Ye, F. Smarandache
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引用次数: 98

摘要

区间中性的不确定语言变量可以很容易地表达现实世界中的不确定和不一致信息,TOPSIS是一种非常有效的决策方法,得到越来越广泛的应用。本文将TOPSIS方法扩展到处理区间中性不确定语言信息,提出了一种扩展的TOPSIS方法来解决属性值采用区间中性不确定语言变量形式且属性权重未知的多属性决策问题。首先,介绍了区间嗜中性变量的运算规律和性质。然后提出了两个区间中性不确定语言变量之间的距离,利用最大偏差法计算了属性权重,并求出了各备选方案与理想解的接近系数。最后,通过一个算例说明了该方法的决策步骤和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Extended TOPSIS Method for Multiple Attribute Decision Making based on Interval Neutrosophic Uncertain Linguistic Variables
The interval neutrosophic uncertain linguistic variables can easily express the indeterminate and inconsistent information in real world, and TOPSIS is a very effective decision making method more and more extensive applications. In this paper, we will extend the TOPSIS method to deal with the interval neutrosophic uncertain linguistic information, and propose an extended TOPSIS method to solve the multiple attribute decision making problems in which the attribute value takes the form of the interval neutrosophic uncertain linguistic variables and attribute weight is unknown. Firstly, the operational rules and properties for the interval neutrosophic variables are introduced. Then the distance between two interval neutrosophic uncertain linguistic variables is proposed and the attribute weight is calculated by the maximizing deviation method, and the closeness coefficients to the ideal solution for each alternatives. Finally, an illustrative example is given to illustrate the decision making steps and the effectiveness of the proposed method.
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来源期刊
Neutrosophic Sets and Systems
Neutrosophic Sets and Systems COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
4.50
自引率
0.00%
发文量
0
审稿时长
7 weeks
期刊介绍: Neutrosophic Sets and Systems (NSS) is an academic journal, published bimonthly online and on paper, that has been created for publications of advanced studies in neutrosophy, neutrosophic set, neutrosophic logic, neutrosophic probability, neutrosophic statistics etc. and their applications in any field.
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