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具有重叠的多重网络中的渗流

Percolation in multiplex networks with overlap.

作者信息

Cellai Davide, López Eduardo, Zhou Jie, Gleeson James P, Bianconi Ginestra

机构信息

MACSI, Department of Mathematics and Statistics, University of Limerick, Ireland.

CABDyN Complexity Centre, Saïd Business School, University of Oxford, Oxford OX1 1HP, United Kingdom and Physics Department, Clarendon Laboratory, University of Oxford, Oxford OX1 3PU, United Kingdom.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2013 Nov;88(5):052811. doi: 10.1103/PhysRevE.88.052811. Epub 2013 Nov 25.

Abstract

From transportation networks to complex infrastructures, and to social and communication networks, a large variety of systems can be described in terms of multiplexes formed by a set of nodes interacting through different networks (layers). Multiplexes may display an increased fragility with respect to the single layers that constitute them. However, so far the overlap of the links in different layers has been mostly neglected, despite the fact that it is an ubiquitous phenomenon in most multiplexes. Here, we show that the overlap among layers can improve the robustness of interdependent multiplex systems and change the critical behavior of the percolation phase transition in a complex way.

摘要

从交通网络到复杂基础设施,再到社会和通信网络,各种各样的系统都可以用由一组通过不同网络(层)相互作用的节点所形成的多重网络来描述。相对于构成它们的单层网络,多重网络可能表现出更高的脆弱性。然而,到目前为止,不同层中链路的重叠大多被忽视了,尽管这在大多数多重网络中是一种普遍现象。在这里,我们表明层间重叠可以提高相互依存的多重网络系统的鲁棒性,并以复杂的方式改变渗流相变的临界行为。

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