吉首大学学报(自然科学版) ›› 2025, Vol. 46 ›› Issue (3): 9-20.DOI: 10.13438/j.cnki.jdzk.2025.03.003

• 数学 • 上一篇    下一篇

一种加权概率犹豫模糊集多属性群决策算法

朱国成,陈利群   

  1. (广东创新科技职业学院通识教育学院,广东 东莞 523960)
  • 出版日期:2025-05-25 发布日期:2025-06-12
  • 作者简介:朱国成(1986—),男,河南固始人,广东创新科技职业学院通识教育学院副教授,硕士,主要从事模糊信息决策与最优化研究.
  • 基金资助:
    广东省普通高校特色创新类项目(2024KTSCX403,2023KTSCX414);广东创新科技职业学院特色创新类重点项目(2023TSZD05);广东创新科技职业学院教育教学改革研究与实践重点项目(JGZD202302)

Multi-Attribute Group Decision Making Algorithm of  Weighted Probabilistic Hesitant Fuzzy Sets

ZHU Guocheng,CHEN Liqun   

  1. (School of Humanities Education,Guangdong Innovative Technical College,Dongguan 523960,Guangdong China)
  • Online:2025-05-25 Published:2025-06-12

摘要:为了让每个方案的综合测评因素值蕴含更多的评估信息,设计了一种包含三因素的决策算法.在每个评价属性上,依据权威评估专家的评分依次计算其余评估专家的综合权重;根据被赋予不同综合权重的评估专家给出的评价信息,分别给出了加权概率犹豫模糊元的真值函数、虚值函数和2个加权概率犹豫模糊元的距离计算公式;基于真值函数和虚值函数,采用熵值法得到了评价属性的客观权重;在具有不同综合权重的评价属性上,利用真值函数、虚值函数和距离计算结果获得了各方案的综合测评因素值,并根据综合测评因素值大小来排序方案.数值算例验证了决策算法的可行性.

关键词: 加权概率犹豫模糊集, 加权概率犹豫模糊元, 权威评估专家, 熵值法

Abstract: In order to make the comprehensive evaluation factor value of each scheme contain more evaluation information,a three-factor decision algorithm is designed.For each evaluation attribute,the comprehensive weights of other evaluation experts are calculated in turn according to the scores of authoritative evaluation experts.According to the evaluation information given by the evaluation experts with different comprehensive weights,the true function value,the virtual function value and the distance calculation formulas of two weighted probabilistic hesitant fuzzy elements are given respectively.Based on the calculation results of truth-value function and virtual-value function,entropy method is used to obtain the objective weights of evaluation attributes.On the evaluation attributes with different comprehensive weights,the comprehensive evaluation factor values of each scheme are obtained by using the truth function values,virtual function values and distance calculation results,and the schemes are ranked according to the comprehensive evaluation factor values.The feasibility of the decision algorithm is verified by a numerical example.

Key words: weighted probabilistic hesitant fuzzy set, weighted probabilistic hesitant fuzzy element, authoritative decision-making expert, entropy method

公众号 电子书橱 超星期刊 手机浏览 在线QQ