具有饱和恢复功能的分数阶猴痘传播系统的复杂动力学

Snehasis Barman, Soovoojeet Jana, Suvankar Majee, Anupam Khatua, Tapan Kumar Kar
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摘要

2022 年 5 月在英国开始流行的猴痘疫情在每个国家都在持续发生。要控制这种疾病,就必须详细了解其传播机制。根据实际需要,我们利用分数阶微分方程系统建立了一个八室数学模型,以了解该疾病的行为。采用分数阶模型来讨论记忆对减少猴痘感染的影响。下一代矩阵法确定了人类和野兽的基本繁殖数,分别为 \(\mathscr {R}_0^m\) 和 \({\mathscr {R}}_0^b\) 。根据 \({\mathscr {R}}_0^m\) 和\({\mathscr {R}}_0^b\) 的数值,研究了平衡点的可行性和性质。研究发现,该系统表现出两个临界分岔;一个是在\({\mathscr {R}_0^b=1\) 的任意值时出现,另一个是在\({\mathscr {R}_0^b<1\) 时出现。在全局敏感性分析的帮助下,我们讨论了参数的有效性。此外,我们还研究了最优控制政策,将疫苗接种和治疗视为两个动态控制变量。我们确定了增量成本效益比率和避免感染比率,以评估所有实用控制策略的成本效益。从分数阶最优控制问题中,我们发现同时使用治疗和疫苗接种两种控制方法比使用任何一种单一控制方法在减少人类感染方面都有更好的效果。全局敏感性分析表明,控制某些系统参数可以调节猴痘感染。此外,我们的成本效益分析表明,对猴痘病毒而言,治疗控制是最具成本效益的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Complex dynamics of a fractional-order monkeypox transmission system with saturated recovery function

Complex dynamics of a fractional-order monkeypox transmission system with saturated recovery function

Every country is continuously experiencing the monkeypox disease that started in the United Kingdom in May 2022. A detailed understanding of the transmission mechanism is required for controlling the disease. Based on real needs, we have developed an eight-compartmental mathematical model using a system of fractional-order differential equations to understand the behavior of the disease. The fractional-order model is adopted to discuss the effect of memory in reducing monkeypox infection. The next-generation matrix method determines the basic reproduction number for human beings and beasts, which are \(\mathscr {R}_0^m\) and \({\mathscr {R}}_0^b\), respectively. Depending on the numerical values of \({\mathscr {R}}_0^m\) and \({\mathscr {R}}_0^b\), the feasibility and the nature of the equilibrium points are studied. It is found that the system exhibits two transcritical bifurcations; one occurs at \({\mathscr {R}}_0^b=1\) for any value of \({\mathscr {R}}_0^m\), and the other occurs at \({\mathscr {R}}_0^m=1\) when \({\mathscr {R}}_0^b<1\). The effectiveness of the parameters has been discussed with the help of global sensitivity analysis. Further, we have investigated the optimal control policies, considering vaccination and treatment as two dynamic control variables. The incremental cost-effectiveness ratio and the infected averted ratio are determined to assess the cost-effectiveness of all practical control strategies. From the fractional-order optimal control problem, we have experienced that simultaneous use of both treatment and vaccination controls gives better results than using any single control in reducing infected humans. The global sensitivity analysis shows that controlling certain system parameters can regulate monkeypox infection. Further, our cost-effectiveness analysis shows that treatment control is the most cost-effective method for the monkeypox virus.

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