Global behavior of epidemic transmission on heterogeneous networks via two distinct routes.

Haifeng Zhang, Michael Small, Xinchu Fu
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Abstract

In the study of epidemic spreading two natural questions are: whether the spreading of epidemics on heterogenous networks have multiple routes, and whether the spreading of an epidemic is a local or global behavior? In this paper, we answer the above two questions by studying the SIS model on heterogenous networks, and give the global conditions for the endemic state when two distinct routes with uniform rate of infection are considered. The analytical results are also verified by numerical simulations.

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异构网络上通过两种不同路径传播流行病的全局行为。
在流行病传播的研究中,有两个自然问题:一是异质网络上的流行病传播是否有多种途径;二是流行病的传播是局部行为还是全局行为?本文通过研究异质网络上的 SIS 模型回答了上述两个问题,并给出了当考虑两条不同路线且感染率均匀时流行状态的全局条件。分析结果也得到了数值模拟的验证。
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