多粒度语言信息的交互式多属性群决策方法及应用

doi:10.12005/orms.2019.0124

摘要/Abstract

摘要： 针对目前多阶段交互式决策的研究多是基于点值的缺陷,以及大多数研究忽视了从多个属性对方案进行评价等不足,本文探讨了一种基于多粒度语言信息的交互式多属性群决策方法。首先基于不确定语言变量提出了多粒度语言信息的转换函数,并在给出若干假设的前提下描述了交互式多属性群决策的过程,然后提出了交互影响因子来度量决策者的“话语权”,通过稳定性指标探讨交互终止条件;接着在不确定语言变量的加权算术平均(ULWA)算子和诱导多阶段交互加权算子(I-UOWA和I-UOWGA)的基础上对偏好信息进行集结,再提出优势可能度法对方案排序。最后给出了一个物流供应商选择的案例研究。

关键词: 多粒度, 交互, 不确定语言变量, 交互影响因子, 物流供应商选择

Abstract: Currently, most of the multi-stage interactive decision research are based on point value evaluation information and most of these studies disregard the evaluation of the programs from multi-attribute. To overcome this kind of shortage, an interactive multi-attribute group decision making method is proposed in view of multi-granularity linguistic information. Firstly, the transfer function of uncertain linguistic variables is put forward and according to some assumptions the process of interactive multi-attribute group decision making is described. In the process of the interactive decision making, this paper puts forward interactive factor to measure the importance of decision maker and explore the interaction termination’s base through stability of indicator index. Moreover, the preference information is aggregated based on weighted arithmetic average(ULWA)operator of uncertain variables and induced interactive weighted operators(I-UOWA and I-UOWGA). Then the advantages possibi

Key words: multi-granularity, interaction, uncertain linguistic variables, interaction factor, logistics supplier selection

中图分类号:

C934
F274

袁宇翔, 孙静春. 多粒度语言信息的交互式多属性群决策方法及应用[J]. 运筹与管理, 2019, 28(6): 25-32.

YUAN Yu-xiang, SUN Jing-chun. Interactive Multi-attribute Group Decision Making with Multi-Granularity Linguistic Information and Its Application[J]. Operations Research and Management Science, 2019, 28(6): 25-32.

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