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Competing activation mechanisms in epidemics on networks

机译:网络流行中的竞争激活机制

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摘要

In contrast to previous common wisdom that epidemic activity in heterogeneous networks is dominated by the hubs with the largest number of connections, recent research has pointed out the role that the innermost, dense core of the network plays in sustaining epidemic processes. Here we show that the mechanism responsible of spreading depends on the nature of the process. Epidemics with a transient state are boosted by the innermost core. Contrarily, epidemics allowing a steady state present a dual scenario, where either the hub independently sustains activity and propagates it to the rest of the system, or, alternatively, the innermost network core collectively turns into the active state, maintaining it globally. In uncorrelated networks the former mechanism dominates if the degree distribution decays with an exponent larger than 5/2, and the latter otherwise. Topological correlations, rife in real networks, may perturb this picture, mixing the role of both mechanisms.
机译:与以前的普遍观点相反,异构网络中的流行病活动是由连接数量最多的集线器主导的,最新研究指出,网络的最内部,最密集的核心在维持流行过程中起着作用。在这里,我们表明负责传播的机制取决于过程的性质。最内层的核可促进具有短暂状态的流行病。相反,允许稳态的流行病则存在双重情况,即集线器独立维持活动并将其传播到系统的其余部分,或者,最内层的网络核心共同转变为活动状态,从而在全球范围内进行维护。在不相关的网络中,如果度数分布以大于5/2的指数衰减,则前者占主导地位,否则则占主导地位。实际网络中充斥的拓扑相关性可能会扰乱此图,将两种机制的作用混合在一起。

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