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印度尼西亚东爪哇省登革热感染建模及其最优控制分析

Dengue infection modeling and its optimal control analysis in East Java, Indonesia.

作者信息

Khan Muhammad Altaf

机构信息

Informetrics Research Group, Ton Duc Thang University, Ho Chi Minh City, Viet Nam.

Faculty of Mathematics and Statistics, Ton Duc Thang University, Ho Chi Minh City, Viet Nam.

出版信息

Heliyon. 2021 Jan 21;7(1):e06023. doi: 10.1016/j.heliyon.2021.e06023. eCollection 2021 Jan.

Abstract

In this study, we present a mathematical model of dengue fever transmission with hospitalization to describe the dynamics of the infection. We estimated the basic reproduction number for the infected cases in East Java Province for the year 2018 is . The parameters of the dengue model are estimated by using the confirmed notified cases of East Java province, Indonesia for the year 2018. We formulated the model for dengue with hospitalization and present its dynamics in details. Initially, we present the basic mathematical results and then show briefly the stability results for the model. Further, we formulate an optimal control problem with control functions and obtain the optimal control characterization. The optimal control problem is solved numerically and the results comprised of controls system for different strategies. The controls such as prevention and insecticide could use the best role in the disease eradication from the community. Our results suggest that the prevention of humans from the mosquitoes and the insecticide spray on mosquitoes can significantly reduce the infection of dengue fever and may reduce further spread of infection in the community.

摘要

在本研究中,我们提出了一个包含住院情况的登革热传播数学模型,以描述感染的动态变化。我们估计2018年东爪哇省感染病例的基本再生数为 。登革热模型的参数是通过使用印度尼西亚东爪哇省2018年确诊通报病例来估计的。我们构建了包含住院情况的登革热模型,并详细阐述了其动态变化。首先,我们给出基本的数学结果,然后简要展示模型的稳定性结果。此外,我们用控制函数构建了一个最优控制问题,并得到了最优控制特征。通过数值方法求解最优控制问题,结果包括针对不同策略的控制系统。诸如预防措施和杀虫剂等控制手段在从社区根除该疾病方面可发挥最佳作用。我们的结果表明,防止人类接触蚊子以及对蚊子喷洒杀虫剂可显著降低登革热感染,并可能减少社区内感染的进一步传播。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b06b/7829155/ce64f3abfbeb/gr001.jpg

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