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基于广义优先聚合算子的犹豫模糊语言多准则决策方法

Hesitant fuzzy linguistic multicriteria decision-making method based on generalized prioritized aggregation operator.

作者信息

Wu Jia-ting, Wang Jian-qiang, Wang Jing, Zhang Hong-yu, Chen Xiao-hong

机构信息

School of Business, Central South University, Changsha 410083, China.

出版信息

ScientificWorldJournal. 2014;2014:645341. doi: 10.1155/2014/645341. Epub 2014 Sep 1.

Abstract

Based on linguistic term sets and hesitant fuzzy sets, the concept of hesitant fuzzy linguistic sets was introduced. The focus of this paper is the multicriteria decision-making (MCDM) problems in which the criteria are in different priority levels and the criteria values take the form of hesitant fuzzy linguistic numbers (HFLNs). A new approach to solving these problems is proposed, which is based on the generalized prioritized aggregation operator of HFLNs. Firstly, the new operations and comparison method for HFLNs are provided and some linguistic scale functions are applied. Subsequently, two prioritized aggregation operators and a generalized prioritized aggregation operator of HFLNs are developed and applied to MCDM problems. Finally, an illustrative example is given to illustrate the effectiveness and feasibility of the proposed method, which are then compared to the existing approach.

摘要

基于语言术语集和犹豫模糊集,引入了犹豫模糊语言集的概念。本文的重点是多准则决策(MCDM)问题,其中准则具有不同的优先级,且准则值采用犹豫模糊语言数(HFLN)的形式。提出了一种解决这些问题的新方法,该方法基于HFLN的广义优先级聚合算子。首先,给出了HFLN的新运算和比较方法,并应用了一些语言标度函数。随后,开发了HFLN的两个优先级聚合算子和一个广义优先级聚合算子,并将其应用于MCDM问题。最后,给出一个示例来说明所提方法的有效性和可行性,并与现有方法进行比较。

相似文献

本文引用的文献

1
On prioritized multiple-criteria aggregation.关于优先多标准聚合。
IEEE Trans Syst Man Cybern B Cybern. 2012 Oct;42(5):1297-305. doi: 10.1109/TSMCB.2012.2189560. Epub 2012 Apr 4.

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