Identification of critical nodes in supply chain networks

被引:0
作者
Hua, Zhen [1 ]
Xia, Yongxiang [1 ]
Chen, Yucheng [1 ]
Sun, Weigang [2 ]
机构
[1] Hangzhou Dianzi Univ, Sch Commun Engn, Hangzhou 310018, Peoples R China
[2] Hangzhou Dianzi Univ, Sch Sci, Dept Math, Hangzhou 310018, Peoples R China
关键词
COMPLEX; CENTRALITY; ROBUSTNESS; MANAGEMENT;
D O I
10.1063/5.0249078
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
In a supply chain network (SCN), the failure of one node may result in cascading failures and lead to the paralysis of the entire network. The accurate identification of the critical nodes in a SCN is important for securing the supply chain. This study proposes a new method for identifying critical nodes in SCNs based on the topological and functional characteristics of SCNs. The effectiveness of this method is verified using an underloaded cascade failure process. A comparison with the results obtained from other critical node identification methods confirms that the proposed method could effectively identify the key nodes in the SCN. Thus, this study provides a more objective and accurate method for evaluating the importance of enterprise nodes in SCNs. (c) 2025 Author(s). All article content, except where otherwise noted, is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International (CC BY-NC) license (https://creativecommons.org/licenses/by-nc/4.0/).
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页数:10
相关论文
共 34 条
[1]   Centrality and network flow [J].
Borgatti, SP .
SOCIAL NETWORKS, 2005, 27 (01) :55-71
[2]   The $25,000,000,000 eigenvector: The linear algebra behind google [J].
Bryan, Kurt ;
Leise, Tanya .
SIAM REVIEW, 2006, 48 (03) :569-581
[3]   Integrated evaluation approach for node importance of complex networks based on relative entropy [J].
Chen, Bin ;
Wang, Zhixue ;
Luo, Chen .
JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2016, 27 (06) :1219-1226
[4]   Identifying influential nodes in complex networks [J].
Chen, Duanbing ;
Lu, Linyuan ;
Shang, Ming-Sheng ;
Zhang, Yi-Cheng ;
Zhou, Tao .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2012, 391 (04) :1777-1787
[5]   Optimization method for protecting the robustness of first-order nodes in complex networks [J].
Chen, Mengjiao ;
Wang, Niu ;
Wei, Daijun .
AIP ADVANCES, 2024, 14 (10)
[6]   STRUCTURAL EMBEDDEDNESS AND SUPPLIER MANAGEMENT: A NETWORK PERSPECTIVE [J].
Choi, Thomas Y. ;
Kim, Yusoon .
JOURNAL OF SUPPLY CHAIN MANAGEMENT, 2008, 44 (04) :5-13
[7]  
Christopher M., 1998, LOGISTICS SUPPLY CHA, VSecond
[8]   SET OF MEASURES OF CENTRALITY BASED ON BETWEENNESS [J].
FREEMAN, LC .
SOCIOMETRY, 1977, 40 (01) :35-41
[9]  
Freeman LC., 2002, Social Network: Critical Concepts in Sociology, V1, p135 263
[10]   A complex network approach to supply chain network theory [J].
Hearnshaw, Edward J. S. ;
Wilson, Mark M. J. .
INTERNATIONAL JOURNAL OF OPERATIONS & PRODUCTION MANAGEMENT, 2013, 33 (3-4) :442-469