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首页> 外文期刊>Chaos, Solitons and Fractals: Applications in Science and Engineering: An Interdisciplinary Journal of Nonlinear Science >Vaccination strategies of an SIR pair approximation model with demographics on complex networks
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Vaccination strategies of an SIR pair approximation model with demographics on complex networks

机译:复杂网络人口统计学近似模型的疫苗接种策略

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AbstractPair approximation model is an effective tool to study epidemic spread on complex networks. It can more accurately capture the effects of network structure on the spreading process. That then helps us grasp the spreading laws of epidemics on networks and further make effective prevention and control measures. Vaccination, an important measure for prevention and control of infectious disease, has made great achievements in public health. In this paper we study vaccination strategies with the help of pair approximation epidemic model with demographics. We firstly introduce constant vaccination into SIR pair approximation model. The reproduction number and endemic prevalence of disease are investigated, the critical vaccination rate which can help to control disease transmission is also given. Considering the restriction of financial resources, it is necessary to control disease transmission simultaneously to reduce vaccination cost. To this end, we further investigate optimal vaccination of SIR pair approximation model by use of optimal control theory. The existence of optimal solution is established and optimality system is derived. Finally, a series of stochastic simulations on different initial networks are performed to demonstrate our theoretical models and some numerical simulations are provided to observe and analyze different vaccination strategies.]]>
机译:<![cdata [ 抽象 对近似模型是研究复杂网络上的流行病的有效工具。它可以更准确地捕获网络结构对传播过程的影响。然后,帮助我们掌握网络上流行病的传播规律,进一步提高了预防和控制措施。疫苗接种是预防和控制传染病的重要措施,在公共卫生方面取得了巨大成就。本文在与人口统计数据的配对近似流行模式的帮助下,研究疫苗接种策略。我们首先将恒定的疫苗接种转化为SIR对近似模型。研究了疾病的再现数和地方患病率,还给出了有助于控制疾病传播的关键疫苗接种率。考虑到财务资源的限制,有必要同时控制疾病传播,以降低疫苗接种成本。为此,我们进一步通过使用最优控制理论研究SIR对近似模型的最佳疫苗接种。建立了最佳解决方案的存在,得到了最优系统。最后,对不同初始网络进行了一系列随机模拟,以展示我们的理论模型,提供了一些数值模拟,以观察和分析不同的疫苗接种策略。 ]]>

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