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Mitigation strategies on scale-free networks against cascading failures

机译:无标度网络上的级联故障缓解策略

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According to the dynamic characteristics of the cascading propagation, we introduce a mitigation mechanism and propose four mitigation methods on four types of nodes. By the normalized average avalanche size and a new measure, we demonstrate the efficiencies of the mitigation strategies on enhancing the robustness of scale-free networks against cascading failures and give the order of the effectiveness of the mitigation strategies. Surprisingly, we find that only adopting once mitigation mechanism on a small part of the overload nodes can dramatically improve the robustness of scale-free networks. In addition, we also show by numerical simulations that the optimal mitigation method strongly depends on the total capacities of all nodes in a network and the distribution of the load in the cascading model. Therefore, according to the protection strength for scale-free networks, by the distribution of the load and the protection price of networks, we can reasonably select how many nodes and which mitigation method to efficiently protect scale-free networks at the lower price. These findings may be very useful for avoiding various cascading-failure- induced disasters in the real world and for leading to insights into the mitigation of cascading failures.
机译:根据级联传播的动态特性,我们介绍了一种缓解机制,并针对四种类型的节点提出了四种缓解方法。通过归一化的平均雪崩大小和新措施,我们证明了缓解策略在增强无尺度网络抵御级联故障的鲁棒性方面的效率,并给出了缓解策略的有效性顺序。令人惊讶的是,我们发现只有一小部分的过载节点采用缓解机制才能显着提高无标度网络的鲁棒性。此外,我们还通过数值模拟表明,最佳缓解方法在很大程度上取决于网络中所有节点的总容量以及级联模型中负载的分布。因此,根据无标度网络的保护强度,通过负载的分布和网络的保护价格,我们可以合理地选择多少个节点和哪种缓解方法,以较低的价格有效地保护无标度网络。这些发现对于避免现实世界中各种由级联故障引起的灾难,以及有助于减轻级联故障的见解可能非常有用。

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