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具有人口统计学阿利效应的SI传染病动力学

Dynamics of SI epidemic with a demographic Allee effect.

作者信息

Usaini Salisu, Anguelov Roumen, Garba Salisu M

机构信息

Department of Mathematics and Applied Mathematics, University of Pretoria, South Africa.

出版信息

Theor Popul Biol. 2015 Dec;106:1-13. doi: 10.1016/j.tpb.2015.10.005. Epub 2015 Oct 20.

Abstract

In this paper, we present an extended SI model of Hilker et al. (2009). In the presented model the birth rate and the death rate are both modeled as quadratic polynomials. This approach provides ample opportunity for taking into account the major contributors to an Allee effect and effectively captures species' differential susceptibility to the Allee effects. It is shown that, the behaviors (persistence or extinction) of the model solutions are characterized by the two essential threshold parameters λ0 and λ1 of the transmissibility λ and a threshold quantity μ(∗) of the disease pathogenicity μ. If λ<λ0, the model is bistable and a disease cannot invade from arbitrarily small introductions into the host population at the carrying capacity, while it persists when λ>λ0 and μ<μ(∗). When λ>λ1 and μ>μ(∗), the disease derives the host population to extinction with origin as the only global attractor. For the special cases of the model, verifiable conditions for host population persistence (with or without infected individuals) and host extinction are derived. Interestingly, we show that if the values of the parameters α and β of the extended model are restricted, then the two models are similar. Numerical simulations show how the parameter β affects the dynamics of the model with respect to the host population persistence and extinction.

摘要

在本文中,我们提出了希尔克等人(2009年)扩展的SI模型。在所提出的模型中,出生率和死亡率均被建模为二次多项式。这种方法为考虑阿利效应的主要因素提供了充足的机会,并有效地捕捉了物种对阿利效应的不同敏感性。结果表明,模型解的行为(持续存在或灭绝)由传播率λ的两个基本阈值参数λ0和λ1以及疾病致病性μ的一个阈值量μ(∗)来表征。如果λ<λ0,模型是双稳态的,疾病在承载能力下不能从任意小的引入量侵入宿主种群,而当λ>λ0且μ<μ(∗)时它会持续存在。当λ>λ1且μ>μ(∗)时,疾病会使宿主种群灭绝,原点是唯一的全局吸引子。对于该模型的特殊情况,推导了宿主种群持续存在(有或没有感染个体)和宿主灭绝的可验证条件。有趣的是,我们表明如果扩展模型的参数α和β的值受到限制,那么这两个模型是相似的。数值模拟展示了参数β如何影响模型关于宿主种群持续存在和灭绝的动态。

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