Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia

In this paper, we developed HIV/AIDS mathematical model which comprises important compartments such as individuals with aware and unaware susceptible, undiagnosed HIV infections, diagnosed HIV infectious with and without AIDS symptom, and treated from the disease. This model considers the rate of be...

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Main Authors: Tigabu Kasia Ayele, Emile Franc Doungmo Goufo, Stella Mugisha
Format: Article
Language:English
Published: Elsevier 2021-07-01
Series:Results in Physics
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2211379721004010
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spelling doaj-2f2f922e46e74f3e8752a49a09d8e1402021-06-27T04:36:51ZengElsevierResults in Physics2211-37972021-07-0126104263Mathematical modeling of HIV/AIDS with optimal control: A case study in EthiopiaTigabu Kasia Ayele0Emile Franc Doungmo Goufo1Stella Mugisha2Department of Mathematical Sciences, College of Science, Engineering and Technology, University of South Africa, South Africa; Department of Mathematics, College of Social and Natural Science, Addis Ababa Science and Technology University, Ethiopia; Corresponding author.Department of Mathematical Sciences, University of South Africa, Florida 0003, South AfricaDepartment of Mathematical Sciences, University of South Africa, Florida 0003, South AfricaIn this paper, we developed HIV/AIDS mathematical model which comprises important compartments such as individuals with aware and unaware susceptible, undiagnosed HIV infections, diagnosed HIV infectious with and without AIDS symptom, and treated from the disease. This model considers the rate of becoming aware and unaware as a function of media campaign, whereas screening and treatments rates are constants. The effective reproduction number, equilibria and their nature of stability were formulated. The bifurcation also occurred when the effective reproduction number is equal to unity. This model extended to a new model which incorporates interventions such as preventive, screening, and treatment strategies. In this model the optimal control problem is formulated and solved analytically. In addition to this the optimality system is derived and solved numerically using the forward-backward sweep method (FBSM). Finally the cost-effectiveness of these combination controlling strategies is derived.http://www.sciencedirect.com/science/article/pii/S2211379721004010EquilibriumHIV/AIDS diseaseICERMathematical modelOptimal controlStability
collection DOAJ
language English
format Article
sources DOAJ
author Tigabu Kasia Ayele
Emile Franc Doungmo Goufo
Stella Mugisha
spellingShingle Tigabu Kasia Ayele
Emile Franc Doungmo Goufo
Stella Mugisha
Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia
Results in Physics
Equilibrium
HIV/AIDS disease
ICER
Mathematical model
Optimal control
Stability
author_facet Tigabu Kasia Ayele
Emile Franc Doungmo Goufo
Stella Mugisha
author_sort Tigabu Kasia Ayele
title Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia
title_short Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia
title_full Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia
title_fullStr Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia
title_full_unstemmed Mathematical modeling of HIV/AIDS with optimal control: A case study in Ethiopia
title_sort mathematical modeling of hiv/aids with optimal control: a case study in ethiopia
publisher Elsevier
series Results in Physics
issn 2211-3797
publishDate 2021-07-01
description In this paper, we developed HIV/AIDS mathematical model which comprises important compartments such as individuals with aware and unaware susceptible, undiagnosed HIV infections, diagnosed HIV infectious with and without AIDS symptom, and treated from the disease. This model considers the rate of becoming aware and unaware as a function of media campaign, whereas screening and treatments rates are constants. The effective reproduction number, equilibria and their nature of stability were formulated. The bifurcation also occurred when the effective reproduction number is equal to unity. This model extended to a new model which incorporates interventions such as preventive, screening, and treatment strategies. In this model the optimal control problem is formulated and solved analytically. In addition to this the optimality system is derived and solved numerically using the forward-backward sweep method (FBSM). Finally the cost-effectiveness of these combination controlling strategies is derived.
topic Equilibrium
HIV/AIDS disease
ICER
Mathematical model
Optimal control
Stability
url http://www.sciencedirect.com/science/article/pii/S2211379721004010
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