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概率区间值犹豫模糊集多属性群决策模型及其应用

朱国成 张娟 徐健

中国计量大学学报2024,Vol.35Issue(1):106-115,10.
中国计量大学学报2024,Vol.35Issue(1):106-115,10.DOI:10.3969/j.issn.2096-2835.2024.01.014

概率区间值犹豫模糊集多属性群决策模型及其应用

A probabilistic interval-valued hesitant fuzzy set multi-attribute group decision model and its application

朱国成 1张娟 2徐健1

作者信息

  • 1. 广东创新科技职业学院通识教育学院,广东东莞 523960
  • 2. 广东创新科技职业学院科技处,广东东莞 523960
  • 折叠

摘要

Abstract

Aims:This paper aims to study the probabilistic interval-valued hesitant fuzzy set and its application.Methods:The probabilistic interval-valued hesitant fuzzy number was described by the median of interval valued membership,the clarity of interval-valued membership and the three dimensional points formed by probability.The correlation operation of the probabilistic interval-valued hesitant fuzzy element was proposed.The entropy method was used to calculate the attribute weight according to the correlation operation of the probabilistic interval-valued hesitant fuzzy element.Finally,based on the TOPSIS idea,a new approximation formula was given;and the scheme was sorted by the new approximation formula.Results:The established probabilistic interval-valued hesitant fuzzy set multi-attribute group decision model could effectively rank schemes.Conclusions:It is not only feasible to represent probabilistic interval-valued hesitant fuzzy sets by the median of interval-valued membership,the clarity of interval-valued membership and the probability,but also it can be used to solve the multi-attribute group decision making problem.

关键词

概率区间值犹豫模糊集/三维点坐标/外值函数模型/内值函数模型/TOPSIS

Key words

probabilistic interval-valued hesitant fuzzy set/three-dimensional point coordinates/outer value function model/inner value function model/TOPSIS

分类

数理科学

引用本文复制引用

朱国成,张娟,徐健..概率区间值犹豫模糊集多属性群决策模型及其应用[J].中国计量大学学报,2024,35(1):106-115,10.

基金项目

2023年广东省普通高校特色创新类项目(No.2023KTSCX414),广东创新科技职业学院特色创新类重点项目(No.2023TSZD05),广东创新科技职业学校教育教学改革与实践重点项目(No.JGZD202302) (No.2023KTSCX414)

中国计量大学学报

OACHSSCD

2096-2835

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