考虑社区意识和免疫力下降的COVID-19传播模型的成本效益最优控制分析

Sonu Lamba, P. Srivastava
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引用次数: 0

摘要

摘要本文提出了一种经济有效的干预措施最优控制分析,该分析应用于新冠肺炎的S2EI2RS型确定性室模型,考虑了社区意识和免疫力损失。我们在定义最优控制问题(OCP)的模型中引入了两种与时间相关的控制,即居家隔离和治疗。除了一些基本的定性性质外,我们还得到了繁殖阈值R0{R}_{0}通过使用下一代方法,并查看控制对其的影响。我们还调查了在不应用控制的情况下,社区意识和免疫力下降的影响。证明了最优控制的存在性和特征性,建立了最优性系统,并使用前向-后向扫描方法求解了OCP。使用MATLAB对结果进行了仿真。我们的成本效益比较分析表明,与实施单一控制相比,同时实施两种控制策略以及社区意识是在短时间内使新冠肺炎曲线变平的最佳和可持续方式。这篇文章提供了有价值的见解,可以帮助政策制定者和公共卫生专家为新冠肺炎和后新冠肺炎时代的未来流行病设计有针对性和有效的控制措施。因此,这部作品可能是对现有文献的宝贵贡献。
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Cost-effective optimal control analysis of a COVID-19 transmission model incorporating community awareness and waning immunity
Abstract This article presents a cost-effective optimal control analysis of interventions applied to a S2EI2RS type deterministic compartmental model of COVID-19, considering community awareness and immunity loss. We introduce two time-dependent controls, namely, home quarantine and treatment, to the model for defining an optimal control problem (OCP). In addition to some basic qualitative properties, we obtain the reproductive threshold R 0 {R}_{0} by using the next-generation method and see the impact of controls on it. We also investigate the effect of community awareness and waning immunity, when no controls are applied. The existence and characterization of optimal controls is proved to establish the optimality system, and the OCP is solved using the forward–backward sweep method. The results are simulated using MATLAB. Our comparative cost-effective analysis indicates that implementing both control strategies simultaneously, along with community awareness, is the most optimal and sustainable way to flatten COVID-19 curves in a short period of time than that of implementing single controls. This article offers valuable insights that can assist policymakers and public health experts in designing targeted and effective control measures for COVID-19 and future epidemics in the post-COVID era. Therefore, this piece of work could be a valuable contribution to the existing literature.
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来源期刊
Computational and Mathematical Biophysics
Computational and Mathematical Biophysics Mathematics-Mathematical Physics
CiteScore
2.50
自引率
0.00%
发文量
8
审稿时长
30 weeks
期刊最新文献
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