Numerical Analysis for the Effect of Irresponsible Immigrants on HIV/AIDS Dynamics
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Date
2023
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Volume Title
Publisher
Tech Science Press
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Abstract
The human immunodeficiency viruses are two species of Lentivirus that infect humans. Over time, they cause acquired immunodeficiency syndrome, a condition in which progressive immune system failure allows life-threatening opportunistic infections and cancers to thrive. Human immunodeficiency virus infection came from a type of chimpanzee in Central Africa. Studies show that immunodeficiency viruses may have jumped from chimpanzees to humans as far back as the late 1800s. Over decades, human immunodeficiency viruses slowly spread across Africa and later into other parts of the world. The Susceptible-Infected-Recovered (SIR) models are significant in studying disease dynamics. In this paper, we have studied the effect of irresponsible immigrants on HIV/AIDS dynamics by formulating and considering different methods. Euler, Runge Kutta, and a Non-standard finite difference (NSFD) method are developed for the same problem. Numerical experiments are performed at disease-free and endemic equilibria points at different time step sizes 'h'. The results reveal that, unlike Euler and Runge Kutta, which fail for large time step sizes, the proposed Non-standard finite difference (NSFD) method gives a convergence solution for any time step size. Our proposed numerical method is bounded, dynamically consistent, and preserves the positivity of the continuous solution, which are essential requirements when modeling a prevalent disease.
Description
Rafiq, Muhammad/0000-0002-2165-3479
ORCID
Keywords
Sir Model, Existence Analysis, Numerical Methods, Stability Analysis
Turkish CoHE Thesis Center URL
Fields of Science
Citation
Ali, Muhammad Tariq;...et.al. (2023). "Numerical Analysis for the Effect of Irresponsible Immigrants on HIV/AIDS Dynamics", Intelligent Automation and Soft Computing, Vol.36, no.2, pp.1479-1496.
WoS Q
Q3
Scopus Q
Q3
Source
Volume
36
Issue
2
Start Page
1479
End Page
1496