链接型独立自适应流行病模型的动力学

A. Szabó
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引用次数: 5

摘要

研究了一种与链路类型无关的SIS流行病传播自适应网络模型。在模型中,无论节点的类型如何,都可以随机激活或删除链接。使用四变量成对ODE近似来描述数量(如感染节点的数量)如何随时间演变。为了研究模型中的分岔,定义了一个不变流形。利用渐近自治系统理论,将流形上的约简系统的结果推广到完全配对模型,并证明了该系统的非振荡特性。
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Dynamics of a link-type independent adaptive epidemic model
A link-type-independent adaptive network model of SIS epidemic propagation is considered. In the model links can be activated or deleted randomly regardless to the type of nodes. A four-variable pairwise ODE approximation is used to describe how the number of quantities such as number of infected nodes evolves in time. In order to investigate bifurcations in the model an invariant manifold is defined. Using the theory of asymptotically autonomous systems, results obtained for the reduced system on the manifold are extended to the full pairwise model and a non-oscillating behaviour is proven.
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