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Articulation points in complex networks

机译:复杂网络中的衔接点

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An articulation point in a network is a node whose removal disconnects the network. Those nodes play key roles in ensuring connectivity of many real-world networks, from infrastructure networks to protein interaction networks and terrorist communication networks. Despite their fundamental importance, a general framework of studying articulation points in complex networks is lacking. Here we develop analytical tools to study key issues pertinent to articulation points, such as the expected number of them and the network vulnerability against their removal, in an arbitrary complex network. We find that a greedy articulation point removal process provides us a different perspective on the organizational principles of complex networks. Moreover, this process results in a rich phase diagram with two fundamentally different types of percolation transitions. Our results shed light on the design of more resilient infrastructure networks and the effective destruction of terrorist communication networks.
机译:网络中的连接点是一个节点,其移除会断开网络的连接。这些节点在确保从基础结构网络到蛋白质相互作用网络和恐怖分子通信网络的许多现实世界网络的连通性中发挥关键作用。尽管它们具有根本的重要性,但缺乏研究复杂网络中的铰接点的通用框架。在这里,我们开发了分析工具来研究与铰接点有关的关键问题,例如,在任意复杂的网络中,这些铰接点的预期数量以及防止其被拆除的网络脆弱性。我们发现贪婪的铰接点删除过程为我们提供了关于复杂网络的组织原理的不同观点。此外,此过程会产生丰富的相图,其中包含两种根本不同类型的渗滤过渡。我们的结果为设计更具弹性的基础架构网络和有效销毁恐怖分子通讯网络提供了启示。

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