一类SIR流行病模型的逆最优脉冲控制

E. Sánchez, R. Covarrubias, A. Alanis, E. Hernández-Vargas
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引用次数: 3

摘要

流行病学模型是了解传染病的行为和演变以及对抗它们的行动机制的基本手段。如果一种传染病迅速传播并影响到大量人口,在其成为公共卫生系统的风险条件之前,制定有效的控制方案以优化可用资源量以减轻疾病的传播是至关重要的。受此启发,我们考虑了SIR流行病模型的扩展,并研究了脉冲控制作用在该系统中的应用,该系统使用逆最优控制(IOC)方法,使疫苗和对人群的治疗最小化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Inverse Optimal Impulsive Control for a SIR Epidemic Model
Epidemiological models constitute a fundamental means to understand the behavior and evolution of infectious diseases, as well as the mechanisms of action to counteract them. If an infectious disease spreads rapidly and affects a big population, it is vital to have effective control schemes that optimize the amount of available resources to mitigate the propagation of the disease, before it becomes a risk condition for public health systems. Inspired by this idea, we consider an extension of the SIR epidemic model and study the application of an impulsive control action to this system that minimizes vaccines and treatment given to population, using an inverse optimal control (IOC) approach.
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