SEIQR流行病模型的分析与控制及其在埃博拉疫苗接种中的应用

Priscilla S. Macansantos, Joseph Tullao
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引用次数: 0

摘要

本文提出了一种带有疫苗接种的改进的易感-暴露-感染-隔离-恢复(SEIQR)流行病模型,以理解埃博拉病毒的传播动力学。方法:在两种情况下,疫苗接种作为一种控制策略的影响进行了调查:疫苗接种是时间的常数函数和时间依赖的疫苗接种。对于第一种情况,导出了再现数,数学分析表明,平衡点的存在性和所得到的自治模型解的定性性质完全由。对于第二种情况,我们进行了基于最优控制理论的分析,以确定疫苗接种控制的最优应用。结果:证明无病平衡是局部渐近稳定的,是不稳定的。当无病平衡点失去稳定性时,出现一个局部渐近稳定的地方性平衡点,用Castillo - Chavez和Song的方法证明了正向分岔的存在性。最优控制分析表明,疫苗接种工作受到与之相关的成本的影响。在费用不高的情况下,埃博拉疫苗接种控制可以从暴发开始以最大速度进行。结论:预防接种是控制埃博拉疫情的重要干预策略。
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Analysis and Control of an SEIQR Epidemic Model with Application to Ebola Disease Vaccination
Introduction: A modified Susceptible - Exposed - Infected - Quarantined - Recovered (SEIQR) epidemic model with vaccination is considered to understand the transmission dynamics of Ebola disease. Methods: The impact of vaccination as a control strategy is investigated in two cases: vaccination is a constant function of time and time - dependent vaccination. For the first case, the reproduction number is derived and mathematical analysis reveals that the existence of equilibrium points and the qualitative properties of solutions of the resulting autonomous model are completely determined by . For the second case, we conduct an analysis that is based on optimal control theory to determine optimal application of vaccination control. Results: It is shown that the disease - free equilibrium is locally asymptotically stable if and unstable if . When , the disease - free equilibrium loses its stability and an endemic equilibrium point that is locally asymptotically stable emerges as also verified by demonstrating the existence of forward bifurcation at using the method by Castillo - Chavez and Song. Optimal control analysis shows that that vaccination effort is affected by the cost associated with it. Vaccination control of Ebola can be carried out at maximum rate from the onset of the outbreak if it is not costly. Conclusion: Vaccination is an important intervention strategy in controlling Ebola outbreaks.
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