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过载网络中连锁故障的临界行为。

Critical behavior of cascading failures in overloaded networks.

作者信息

Perez Ignacio A, Ben Porath Dana, La Rocca Cristian E, Braunstein Lidia A, Havlin Shlomo

机构信息

Instituto de Investigaciones Físicas de Mar del Plata (IFIMAR)-Departamento de Física, FCEyN, Universidad Nacional de Mar del Plata-CONICET, Deán Funes 3350, (7600) Mar del Plata, Argentina.

Faculty of Engineering and the Institute of Nanotechnology and Advanced Materials, Bar Ilan University, Ramat Gan 52900, Israel.

出版信息

Phys Rev E. 2024 Mar;109(3-1):034302. doi: 10.1103/PhysRevE.109.034302.

Abstract

While network abrupt breakdowns due to overloads and cascading failures have been studied extensively, the critical exponents and the universality class of such phase transitions have not been discussed. Here, we study breakdowns triggered by failures of links and overloads in networks with a spatial characteristic link length ζ. Our results indicate that this abrupt transition has features and critical exponents similar to those of interdependent networks, suggesting that both systems are in the same universality class. For weakly embedded systems (i.e., ζ of the order of the system size L) we observe a mixed-order transition, where the order parameter collapses following a long critical plateau. On the other hand, strongly embedded systems (i.e., ζ≪L) exhibit a pure first-order transition, involving nucleation and the growth of damage. The system's critical behavior in both limits is similar to that observed in interdependent networks.

摘要

虽然由于过载和级联故障导致的网络突然崩溃已得到广泛研究,但尚未讨论此类相变的临界指数和普适类。在此,我们研究具有空间特征链路长度ζ的网络中由链路故障和过载引发的崩溃。我们的结果表明,这种突然转变具有与相互依存网络相似的特征和临界指数,这表明这两个系统处于相同的普适类。对于弱嵌入系统(即ζ为系统大小L的量级),我们观察到混合阶转变,其中序参量在一个长的临界平台期后崩塌。另一方面,强嵌入系统(即ζ≪L)表现出纯一阶转变,涉及成核和损伤增长。在这两种极限情况下系统的临界行为与在相互依存网络中观察到的相似。

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