乙型肝炎模型干预策略的最优控制

Q3 Mathematics Abstract and Applied Analysis Pub Date : 2023-05-16 DOI:10.1155/2023/8255686
Abdulfatai Atte Momoh, Abubakar Audu, Déthié Dione, Inalegwu Michael Ali
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引用次数: 0

摘要

乙型肝炎是导致发病率和死亡率的主要原因之一,影响着全世界数亿人。因此,本文重点探讨了三种控制措施作为干预乙型肝炎病毒感染的最佳途径。这些措施包括使用避孕套、检测和治疗以及接种疫苗,以阻止疾病在社区传播。该模型包括七(7)个区室,包括易感个体、潜伏个体、急性感染者、慢性感染者、携带者感染者、疾病康复者和接种疫苗的人群。我们从数学上建立了一个非线性微分方程来研究模型的动力学。达到无病平衡(DFE)和地方病平衡(EE)。基本繁殖数R0A、R0H和R0C决定了疾病的传播,从而得出。我们对繁殖数量进行敏感性分析,以确定影响繁殖数量的因素。灵敏度分析的结果为引入控制系统铺平了道路,该控制系统利用庞特里亚金最大值原理(PMP)求解,得到了最优性系统。然后,使用前向和后向扫描方法对最优性系统进行数值求解,并生成图,分别使用Routh-Hurwitz准则和Castillo-Chavez方法建立无病平衡的局部和全局稳定性条件。我们还使用庞特里亚金的最大值原理来确定最优性系统。无病平衡的稳定性分析结果表明,如果感染率保持在小于1的数字,乙型肝炎病毒可以完全消灭。对该模型进行了数值模拟,结果表明,当使用避孕套、检测和治疗以及接种疫苗时,可以最好地控制乙型肝炎病毒的传播。
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On the Optimal Control of Intervention Strategies for Hepatitis B Model
Hepatitis B is one of the leading causes of morbidity and mortality, affecting hundreds of millions of people worldwide. Thus, this paper focuses on three control measures as the best way to intervene against the hepatitis B viral infection. These measures are condom use, testing and treatment, and vaccination to stop the disease from spreading over a community. The model comprises seven (7) compartments that include susceptible individuals, latent individuals, acute-infected individuals, chronic-infected individuals, infected by carrier individuals, recovered individuals from the disease, and the vaccinated population. We mathematically established a nonlinear differential equation to study the dynamics of the model. The disease-free equilibrium (DFE) and endemic equilibrium (EE) are reached. The basic reproduction numbers, R 0 A , R 0 H , and R 0 C , determine the transmission of the disease and thus are gotten. We perform sensitivity analysis on the reproduction numbers to identify the factors that affect the reproduction numbers. The results of the sensitivity analysis paved a way for introducing a controlled system which was solved using Pontryagin’s maximum principle (PMP) and the optimality system got. The optimality system was then solved numerically using the forward and backward sweep approach, and graphs were generated, establishing the conditions for local and global stability of the disease-free equilibrium using the Routh-Hurwitz criterion and Castillo-Chavez approach, respectively. We also used Pontryagin’s maximum principle to determine the optimality system. The result of the analysis of the stability of the disease-free equilibrium states that hepatitis B virus can be completely wiped out if the rate of infection is kept at a number less than unity. A numerical simulation of the model was carried out and showed that hepatitis B virus transmission can best be controlled when condom use, testing and treatment, and vaccination are implemented.
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
36
审稿时长
3.5 months
期刊介绍: Abstract and Applied Analysis is a mathematical journal devoted exclusively to the publication of high-quality research papers in the fields of abstract and applied analysis. Emphasis is placed on important developments in classical analysis, linear and nonlinear functional analysis, ordinary and partial differential equations, optimization theory, and control theory. Abstract and Applied Analysis supports the publication of original material involving the complete solution of significant problems in the above disciplines. Abstract and Applied Analysis also encourages the publication of timely and thorough survey articles on current trends in the theory and applications of analysis.
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