Decreasing Financial Negative Influence in the Supply Chain Management through Integrated Comparison the ANP and GRA-ANP Models

IF 1 4区 工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Ming-Yuan Hsieh, C. Kung, Chih-Sung Lai, Wen-Ming Wu
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引用次数: 5

Abstract

In the modern economic era of lower profits, financial negative influence has been in the supply chain management for quite some time however, only a few assessable measurements of financial negative influence are considered. The integrated methodology of the Analytical Network Process (ANP) and the Grey Relation Analysis (GRA) is selected to evaluate key financial assessment criteria through brainstorming, focus group, the Delphi method and nominal group technique to improve the selection of suppliers in supply chain management (SCM). The specific feature of the ANP and GRA- ANP models are both to establish pairwise compared matrix and furthermore, to calculate the priority vector weights (eigenvector) of each assessable characteristic, criteria and attribute. Additionally, in the content, the analytical hierarchical relations are definitely expressed in four levels including between each characteristic of supply chain, criterion and attribute. Moreover, based on the empirical analysis, the enterprises are able to choose the best potential suppliers through this research in order to minimize financial negative influence from a financial perspective through the comparison between the ANP and GRA-ANP approaches. Finally, some suggestions for managers and researchers are inductively formed to further the best development of operation strategy of supply chain management in order to diminish financial negative influence.
通过ANP和GRA-ANP模型的综合比较,降低供应链管理中的财务负面影响
在低利润的现代经济时代,财务负面影响在供应链管理中已经存在了很长一段时间,但目前只考虑了一些可评估的财务负面影响度量方法。采用分析网络过程(ANP)和灰色关联分析(GRA)相结合的方法,通过头脑风暴、焦点小组、德尔菲法和名义小组技术对关键财务评价标准进行评价,以改进供应链管理(SCM)中供应商的选择。ANP模型和GRA- ANP模型的具体特点是建立两两比较矩阵,进而计算每个可评估特征、准则和属性的优先向量权重(特征向量)。此外,在内容上,明确地表达了供应链各特征、准则和属性之间的分析层次关系。此外,在实证分析的基础上,通过ANP和GRA-ANP方法的比较,企业能够通过本研究从财务角度选择最佳潜在供应商,以最小化财务负面影响。最后,对管理者和研究者提出了一些建议,以促进供应链管理运营战略的最佳发展,以减少财务的负面影响。
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来源期刊
Journal of Grey System
Journal of Grey System 数学-数学跨学科应用
CiteScore
2.40
自引率
43.80%
发文量
0
审稿时长
1.5 months
期刊介绍: The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.
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