HIV和疟疾传播动力学分析的分数阶导数模型

IF 1.3 4区 数学 Q3 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Discrete Dynamics in Nature and Society Pub Date : 2023-10-16 DOI:10.1155/2023/5894459
Kumama Regassa Cheneke
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引用次数: 0

摘要

在本研究中,采用Caputo分数阶导数建立了具有最优控制的疟疾和艾滋病毒传播动力学模型。给出了模型的基本性质,并利用新一代矩阵法计算了模型的基本再现数。此外,分数阶导数分析表明,分数阶导数越高,感染群体越开始减少。此外,通过公共卫生教育及早激活记忆效应,可减少疟疾和艾滋病毒感染对进一步发展和传播的影响。另一方面,有效的最优控制从调查开始到结束都减少了艾滋病毒和疟疾感染的发生和流行。最后,通过数值模拟对模型的解析解和数值解进行了验证。并结合MATLAB平台对解进行了数值模拟。
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Fractional Derivative Model for Analysis of HIV and Malaria Transmission Dynamics
In this study, a Caputo fractional derivative is employed to develop a model of malaria and HIV transmission dynamics with optimal control. Also, the model’s basic properties are shown, and the basic reproduction number is computed using the next-generation matrix method. Additionally, the order of fractional derivative analysis shows that the infected group decreases at the beginning for the higher-order of fractional derivative. Moreover, the early activation of memory effects through public health education reduces the impact of malaria and HIV infections on further progression and transmission. On the other hand, effective optimal controls reduce the occurrence and prevalence of HIV and malaria infections from the beginning to the end of the investigation. Finally, the numerical simulations are done for the justification of analytical solutions with numerical solutions of the model. Moreover, the MATLAB platform is incorporated for numerical simulation of the solutions.
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来源期刊
Discrete Dynamics in Nature and Society
Discrete Dynamics in Nature and Society 综合性期刊-数学跨学科应用
CiteScore
3.00
自引率
0.00%
发文量
598
审稿时长
3 months
期刊介绍: The main objective of Discrete Dynamics in Nature and Society is to foster links between basic and applied research relating to discrete dynamics of complex systems encountered in the natural and social sciences. The journal intends to stimulate publications directed to the analyses of computer generated solutions and chaotic in particular, correctness of numerical procedures, chaos synchronization and control, discrete optimization methods among other related topics. The journal provides a channel of communication between scientists and practitioners working in the field of complex systems analysis and will stimulate the development and use of discrete dynamical approach.
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