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Algorithms
Article . 2022 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Algorithms
Article . 2022
Data sources: DOAJ
DBLP
Article . 2022
Data sources: DBLP
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A Modified Iterative Algorithm for Numerical Investigation of HIV Infection Dynamics

Authors: Indranil Ghosh 0002; Muhammad Mahbubur Rashid; Shukranul Mawa; Rupal Roy; Md. Manjurul Ahsan; Muhammad Ramiz Uddin; Kishor Datta Gupta; +1 Authors

A Modified Iterative Algorithm for Numerical Investigation of HIV Infection Dynamics

Abstract

The human immunodeficiency virus (HIV) mainly attacks CD4+ T cells in the host. Chronic HIV infection gradually depletes the CD4+ T cell pool, compromising the host’s immunological reaction to invasive infections and ultimately leading to acquired immunodeficiency syndrome (AIDS). The goal of this study is not to provide a qualitative description of the rich dynamic characteristics of the HIV infection model of CD4+ T cells, but to produce accurate analytical solutions to the model using the modified iterative approach. In this research, a new efficient method using the new iterative method (NIM), the coupling of the standard NIM and Laplace transform, called the modified new iterative method (MNIM), has been introduced to resolve the HIV infection model as a class of system of ordinary differential equations (ODEs). A nonlinear HIV infection dynamics model is adopted as an instance to elucidate the identification process and the solution process of MNIM, only two iterations lead to ideal results. In addition, the model has also been solved using NIM and the fourth order Runge–Kutta (RK4) method. The results indicate that the solutions by MNIM match with those of RK4 method to a minimum of eight decimal places, whereas NIM solutions are not accurate enough. Numerical comparisons between the MNIM, NIM, the classical RK4 and other methods reveal that the modified technique has potential as a tool for the nonlinear systems of ODEs.

Keywords

modified iterative algorithm, Laplace transform, Industrial engineering. Management engineering, QA75.5-76.95, ordinary differential equation, T55.4-60.8, Runge–Kutta method, Electronic computers. Computer science, HIV infection model, new iterative method

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
4
Top 10%
Average
Average
gold