Mathematical modeling and monkeypox's optimal control strategy

IF 0.5 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS Communications in Mathematical Biology and Neuroscience Pub Date : 2023-01-01 DOI:10.28919/cmbn/8198
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Abstract

This study delves into a continuous-time mathematical framework that delineates the transmission dynamics of the monkeypox virus across distinct regions, involving both human and animal hosts. We introduce an optimal approach that encompasses awareness campaigns, security protocols, and health interventions in areas endemic to the virus, aiming to curtail the transmission among individuals and animals, thereby minimizing infections in humans and eradicating the virus in animals. Leveraging the discrete-time Pontryagin principle of maximum, we ascertain optimal controls, employing an iterative methodology to solve the optimal system. Employing Matlab, we conduct numerical simulations and compute a cost-effectiveness ratio. Through a comprehensive cost-effectiveness analysis, we underscore the efficacy of strategies centered around safeguarding vulnerable individuals, preventing contact with infected counterparts—both human and animal—and fostering the utilization of quarantine facilities as the most potent means to govern the spread of the monkeypox virus.
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猴痘的数学建模与最优控制策略
这项研究深入研究了一个连续时间的数学框架,描绘了猴痘病毒在不同地区的传播动态,涉及人类和动物宿主。我们采用了一种最佳方法,包括在病毒流行地区开展宣传活动、安全协议和卫生干预措施,旨在减少个人和动物之间的传播,从而最大限度地减少人类感染并根除动物中的病毒。利用离散时间庞特里亚金原理的极大值,我们确定了最优控制,采用迭代方法来解决最优系统。利用Matlab进行了数值模拟,并计算了成本效益比。通过全面的成本效益分析,我们强调了以保护脆弱个体、防止与受感染的人或动物接触以及促进隔离设施的利用为中心的战略的有效性,这些战略是控制猴痘病毒传播的最有效手段。
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来源期刊
Communications in Mathematical Biology and Neuroscience
Communications in Mathematical Biology and Neuroscience COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
2.10
自引率
15.40%
发文量
80
期刊介绍: Communications in Mathematical Biology and Neuroscience (CMBN) is a peer-reviewed open access international journal, which is aimed to provide a publication forum for important research in all aspects of mathematical biology and neuroscience. This journal will accept high quality articles containing original research results and survey articles of exceptional merit.
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