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南京市物流网络级联失效模型构建与分析

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为了提升城市物流网络的可靠性和应对突发事件的能力,降低级联失效所带来的风险,以南京市物流网络为研究对象,以最大连通子图的相对大小作为可靠性测度指标,分析级联失效对物流网络的影响。通过采用不同的攻击策略,分析了节点之间的信息量大小以及节点度等因素对网络性能的影响,并对南京市物流网络级联失效现象进行仿真,以观察网络可靠性的变化情况。研究结果表明:面对随机攻击,权重系数越大,网络可靠性越低;面对蓄意攻击,权重系数较大时网络可靠性较高;节点度数越大,其失效对网络可靠性的影响也越大。
Model and Analyzeof Cascading Failure of Nanjing Logistics Network
In order to improve the reliability of the urban logistics network and the ability to cope with emergencies and reduce the risk caused by cascade failure,the impact of cascading failure on the logistics network was analyzed by taking the relative size of the maximum connectivity subgraph as the reliability measurement index of the logistics network in Nanjing.By adopting different attack strategies,the influence of factors such as the amount of information between nodes and the degree of nodes on network performance was analyzed,and the cascading failure phenomenon of logistics network in Nanjing was simulated to observe the change of network reliability.The results show that in the face of random attacks,the larger the weight coefficient,the lower the network reliability;for deliberate attacks,the network reliability is higher when the weight coefficient is large;the larger the number of nodes,the greater the impact of its failure on network reliability.

logistics networkcascading failureconnected subgraphrandom attackdeliberate attack

王丹、许威

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沈阳大学 装备制造综合自动化重点实验室,辽宁 沈阳 110044

物流网络 级联失效 连通子图 随机攻击 蓄意攻击

2024

沈阳大学学报(自然科学版)
沈阳大学

沈阳大学学报(自然科学版)

CSTPCD
影响因子:0.475
ISSN:2095-5456
年,卷(期):2024.36(6)