基于自然连通性的依赖网络生存性分析与优化

Ying Xu, Baihan Zou
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引用次数: 1

摘要

为了更充分地评价依赖网络在不同攻击下的抗破坏性能,采用了三种一对一、一对多和多对多的边连接方法,以及三种程度同构、程度异质性和随机耦合的方式来构建不同的网络模型。在四种不同的攻击方法下,以自然连通性作为依赖网络不可破坏性的度量,并根据不同连接边面对不同攻击策略时的故意攻击程度和中位数对依赖网络模型进行比较。当攻击节点数较少时,依赖网络的抗破坏性能最好。此外,通过改变子网络之间的耦合强度,发现依赖网络的抗破坏性也随着耦合强度的增加而增加。基于自然连通性,提出了节点离散度的概念来评估依赖网络的综合生存能力,发现使用一对多同构耦合时依赖网络的鲁棒性最强。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Survivability Analysis and Optimization of Dependent Networks Based on Natural Connectivity
In order to more fully evaluate the anti-destructive performance of the dependent network under different attacks, three one-to-one, one-to-many, and many-to-many edge-connection methods, as well as three types of degree homology, degree heterogeneity and randomness Coupling way to construct different network models. Under four different attack methods, the natural connectivity is used as a measure of the indestructibility of the dependent network, and the dependent network models of different connected edges are compared to each other based on the intentional attack of the degree and the median when they face different attack strategies. The anti-destructive effect is greater, and the dependent network has the best anti-destructive performance when the number of attack nodes is small. In addition, by changing the coupling strength between the sub-networks, it is found that the anti-destructiveness of the dependent network also increases as the coupling strength increases. Based on natural connectivity, the concept of node dispersion was proposed to evaluate the comprehensive survivability of dependent networks, and it was found that the dependent network was the most robust when one-to-many homogeneous coupling was used.
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