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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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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