多种综合控制措施对盘尾丝虫病的最优控制分析

IF 1.8 3区 数学 Q1 MATHEMATICS, APPLIED
Mohamedi S. Manjenga, Joshua A. Mwasunda, Jacob I. Irunde
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引用次数: 0

摘要

盘尾丝虫病又称河盲症,是一种由盘尾丝虫病引起的病媒传播疾病,由受感染的雌性黑蝇传播。它影响着全球数百万人,对撒哈拉以南非洲的影响最大。在本研究中,我们建立了一个确定性数学模型,该模型集成了多种控制措施,包括昆虫不育技术(SIT)、机械控制、化学控制、公共卫生教育和伊维菌素治疗,以控制盘尾丝虫病的传播。采用新一代矩阵法计算黑蝇后代繁殖数n0 $$ {N}_0 $$和基本繁殖数R0 $$ {R}_0 $$。采用归一化正向敏感性指数进行敏感性分析,发现咬伤率对驱动盘尾丝虫病动态影响最大,而雌性黑蝇死亡率对疾病防控影响显著。为了确定盘尾丝虫病感染的最优控制策略,我们应用最优控制理论,考虑了公共卫生教育、治疗、机械控制、SIT和化学控制五种随时间变化的控制策略。利用庞特里亚金极大值原理,导出了控制盘尾丝虫病的最优系统。通过在Matlab中实现正向-反向龙格-库塔方法,我们确定了在人类和黑蝇种群中控制、预防和治疗盘尾丝虫病的最优策略。结果表明,以公共卫生教育、治疗和化学防治为重点的综合战略是防治盘尾丝虫病的最有效途径。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Optimal Control Analysis of Onchocerciasis Through Multiple Integrated Control Measures

Optimal Control Analysis of Onchocerciasis Through Multiple Integrated Control Measures

Onchocerciasis, also known as river blindness, is a vector-borne disease caused by Onchocerca volvulus and transmitted by infected female blackflies. It affects millions of people globally, with the greatest impact in sub-Saharan Africa. In this study, we develop a deterministic mathematical model that integrates multiple control measures, including sterile insect technique (SIT), mechanical control, chemical control, public health education, and ivermectin treatment, to manage the transmission of onchocerciasis. We employ the next-generation matrix method to calculate the blackfly offspring reproduction number N 0 $$ {N}_0 $$ and the basic reproduction number R 0 $$ {R}_0 $$ . Sensitivity analysis, conducted using the normalized forward sensitivity index, highlights the biting rate as the most positive influence on driving onchocerciasis dynamics, while the mortality rate of female blackflies has a significant negative impact on disease containment. To identify the optimal control strategy for onchocerciasis infections, we apply optimal control theory, considering five time-dependent controls which are public health education, treatment, mechanical control, SIT, and chemical control. Using Pontryagin's maximum principle, we derive the optimality system for controlling onchocerciasis. By implementing forward-backward Runge–Kutta method in Matlab, we identify the most optimal strategy for controlling, preventing, and treating onchocerciasis in both human and blackfly populations. The results suggest that a combined strategy focusing on public health education, treatment, and chemical control offers the most effective approach for combating onchocerciasis.

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来源期刊
CiteScore
4.90
自引率
6.90%
发文量
798
审稿时长
6 months
期刊介绍: Mathematical Methods in the Applied Sciences publishes papers dealing with new mathematical methods for the consideration of linear and non-linear, direct and inverse problems for physical relevant processes over time- and space- varying media under certain initial, boundary, transition conditions etc. Papers dealing with biomathematical content, population dynamics and network problems are most welcome. Mathematical Methods in the Applied Sciences is an interdisciplinary journal: therefore, all manuscripts must be written to be accessible to a broad scientific but mathematically advanced audience. All papers must contain carefully written introduction and conclusion sections, which should include a clear exposition of the underlying scientific problem, a summary of the mathematical results and the tools used in deriving the results. Furthermore, the scientific importance of the manuscript and its conclusions should be made clear. Papers dealing with numerical processes or which contain only the application of well established methods will not be accepted. Because of the broad scope of the journal, authors should minimize the use of technical jargon from their subfield in order to increase the accessibility of their paper and appeal to a wider readership. If technical terms are necessary, authors should define them clearly so that the main ideas are understandable also to readers not working in the same subfield.
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