医疗供应短缺在年龄结构流行病模型中的作用

IF 2.6 2区 数学 Q1 MATHEMATICS, APPLIED
Miao Zhou, Junyuan Yang, Jiaxu Li, Guiquan Sun
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引用次数: 0

摘要

在一种新发传染病的初始阶段,由于医疗资源有限,当大量患者迅速出现时,可能会出现医疗资源短缺。实足年龄在预测和预防感染模式方面发挥着关键作用。在本研究中,我们提出了一个易感-感染-恢复(SIR)模型,该模型集成了年龄结构和饱和处理函数,并证明了其适定性。我们的分析揭示了系统中复杂的模式,其特征是包含向后分岔的稳态分岔和代表Hopf分岔的稳定分岔。值得注意的是,数值模拟表明,当R 0 <;1$ \mathcal {R}_0<1$,该系统例证了一种新的现象,其中无病平衡与持久的Hopf分岔和谐共存。我们对模型校准进行了实际应用,并建议加强医疗设施和尽量减少治疗延误可能被证明是遏制疾病传播的最重要因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Role of Medical Supply Shortages on an Age-Structured Epidemic Model

A shortage of medical resources can arise when a multitude of patients rapidly emerge during the initial phases of an emerging infectious disease, due to limited availability of healthcare resources. Chronological age plays a pivotal role in both foreseeing and preventing infection patterns. In this investigation, we present an Susceptible-Infected-Recovered (SIR) model that integrates an age-structured and a saturated treatment function, and demonstrate its well-posedness. Our analysis reveals intricate patterns in the system, characterized by a steady-state bifurcation involving a backward bifurcation and a stable bifurcation representing a Hopf bifurcation. Notably, numerical simulations demonstrate that when R 0 < 1 $\mathcal {R}_0<1$ , the system exemplifies a novel phenomenon wherein a disease-free equilibrium coexists harmoniously with an enduring Hopf bifurcation. We conduct a real application for model calibration and suggest that enhancing medical facilities and minimizing treatment delays may prove to be of paramount importance in curtailing the spread of the disease.

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来源期刊
Studies in Applied Mathematics
Studies in Applied Mathematics 数学-应用数学
CiteScore
4.30
自引率
3.70%
发文量
66
审稿时长
>12 weeks
期刊介绍: Studies in Applied Mathematics explores the interplay between mathematics and the applied disciplines. It publishes papers that advance the understanding of physical processes, or develop new mathematical techniques applicable to physical and real-world problems. Its main themes include (but are not limited to) nonlinear phenomena, mathematical modeling, integrable systems, asymptotic analysis, inverse problems, numerical analysis, dynamical systems, scientific computing and applications to areas such as fluid mechanics, mathematical biology, and optics.
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