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Cascading Failures in Interdependent Networks with Multiple Supply-Demand Links and Functionality Thresholds

机译:具有多个网络的相互依赖网络中的级联故障   供需链接和功能阈值

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摘要

Various social, financial, biological and technological systems can bemodeled by interdependent networks. It has been assumed that in order to remainfunctional, nodes in one network must receive the support from nodes belongingto different networks. So far these models have been limited to the case inwhich the failure propagates across networks only if the nodes lose all theirsupply nodes. In this paper we develop a more realistic model for twointerdependent networks in which each node has its own supply threshold, i.e.,they need the support of a minimum number of supply nodes to remain functional.In addition, we analyze different conditions of internal node failure due todisconnection from nodes within its own network. We show that several localinternal failure conditions lead to similar nontrivial results. When there areno internal failures the model is equivalent to a bipartite system, which canbe useful to model a financial market. We explore the rich behaviors of thesemodels that include discontinuous and continuous phase transitions. Using thegenerating functions formalism, we analytically solve all the models in thelimit of infinitely large networks and find an excellent agreement with thestochastic simulations.
机译:可以通过相互依赖的网络对各种社会,金融,生物和技术系统进行建模。已经假设为了保持功能,一个网络中的节点必须获得来自属于不同网络的节点的支持。到目前为止,这些模型仅限于故障仅在节点失去所有供应节点的情况下才在网络中传播的情况。在本文中,我们为两个相互依赖的网络开发了一个更现实的模型,其中每个节点都有自己的供电阈值,即它们需要最少数量的供电节点的支持才能保持正常运行。此外,我们还分析了内部节点故障的不同情况由于与自己网络中的节点断开连接。我们证明了几种局部内部故障条件会导致类似的非平凡结果。当没有内部故障时,该模型等效于两部分制,这对于建模金融市场可能很有用。我们探索了这些模型的丰富行为,包括不连续和连续的相变。利用生成函数形式主义,我们分析了无限大网络范围内的所有模型,并发现了与随机模拟的极好的一致性。

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