首页|基于语言分布评估的DEMATEL及在可持续循环伙伴关键因素分析中的应用

基于语言分布评估的DEMATEL及在可持续循环伙伴关键因素分析中的应用

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决策试验和评估实验室(DEMATEL)方法,用以对相互影响的因素间的关系进行分析,确定关键因素.针对直接影响关系矩阵在给出时存在残缺判断以及元素为语言分布评估的情况,文章提出语言分布评估的DEMATEL方法,并将其运用于具有不同语义的语言术语集中.首先,文章定义了语言标度下的语言分布评估相似度公式,使用语言分布评估加权平均算子(DTWA)来对专家所提供的决策信息的残缺元素进行补全.其次,文章采用语言术语集的数值标度,将专家的语言分布评估决策信息进行数值化.综合所有专家的数值化决策信息进行DEMATEL过程,获取各因素的重要性权重,得到因素之间的影响关系,并将因素分为两组:原因组和效果组.最后,文章将所提出的方法应用于可持续循环伙伴选择的实际案例.
A DEMATEL Method of Linguistic Distribution Assessment and Its Application in the Analysis of Key Factors About Sustainable Cycle Partners
Decision-making trial and evaluation laboratory(DEMATEL)methods are used to analyze the relationship between interacting factors and identify key fac-tors.In view of the incomplete judgment and the element of linguistic distribution assessment elements in the direct influence relation matrix,this paper proposes the improved DEMATEL method to deal with linguistic distribution assessments and lin-guistic term sets with different semantics.Firstly,this paper defines the similarity formula of linguistic distribution assessment under the numerical scale,and uses the weighted average operator of linguistic distribution assessment(DTWA)to complete the incomplete elements.Secondly,this paper uses the numerical scale of the lin-guistic term set to numeralize the expert's linguistic distribution assessments.The DEMATEL process is carried out by synthesizing the numerical decision information of all experts to obtain the weight of each factor and the influence relationship be-tween the factors.The factors are divided into two groups:The cause group and the effect group.Finally,the proposed method is applied to a practical case of sustainable cycle partner selection.

Linguistic distribution assessmentDEMATEL methodnumerical scale

王代文、魏翠萍

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扬州大学数学科学学院,扬州 225002

语言分布评估 DEMATEL方法 数值标度

国家自然科学基金

71971190

2024

系统科学与数学
中国科学院数学与系统科学研究院

系统科学与数学

CSTPCD北大核心
影响因子:0.425
ISSN:1000-0577
年,卷(期):2024.44(3)
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