工业工程2024，Vol.27Issue(6)：51-58,8.DOI:10.3969/j.issn.1007-7375.230184
属性权重未知情形下基于公众双重评价的多属性大群体决策方法
A Multi-attribute Large Group Decision-making Method Based on Public Dual Valuation with Unknown Attribute Weights
摘要
Abstract
For decision-making matters of major public livelihood with unknown attribute weights,a multi-attribute large group decision-making method based on public dual valuation is proposed.Firstly,attribute values and overall performance over different alternatives are determined based on the dual evaluation given by the public.Secondly,two kinds of correlation degrees are calculated separately:one is the correlation degree between attribute values and approval ratings,the other is the correlation degree between attribute values and non-approval ratings.According to the two measurement results of correlation degrees,the interval of attribute weights is determined.Thirdly,an optimization model is established with the objective of minimizing attribute deviations over all alternatives to obtain the attribute weights.The TOPSIS method is used to sort the alternatives and determine the optimal one.Finally,a numerical example is given to verify the proposed method in this paper.Verification results of the numerical example indicate that the method proposed in this paper can integrate public evaluation information into the decision-making process,which determines relevant decision-making information and attribute weights accordingly,ensuring that the decision results can fully reflect public opinions and guaranteeing decision effectiveness.关键词
公众评价/大群体/多属性/决策Key words
public evaluation/large group/multi-attribute/decision-making分类
管理科学引用本文复制引用
蔡晨光,邹浩..属性权重未知情形下基于公众双重评价的多属性大群体决策方法[J].工业工程,2024,27(6):51-58,8.基金项目
湖南省社会科学基金资助项目(19YBQ113) （19YBQ113）
