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Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control
In this paper, a nonlinear fractional order epidemic model for HIV transmission is proposed and analyzed by including extra compartment namely exposed class to the basic SIR epidemic model. Also, the infected class of female sex workers is divided into unaware infectives and the aware infectives. Th...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7301891/ https://www.ncbi.nlm.nih.gov/pubmed/32572309 http://dx.doi.org/10.1016/j.chaos.2020.109826 |
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author | Naik, Parvaiz Ahmad Zu, Jian Owolabi, Kolade M. |
author_facet | Naik, Parvaiz Ahmad Zu, Jian Owolabi, Kolade M. |
author_sort | Naik, Parvaiz Ahmad |
collection | PubMed |
description | In this paper, a nonlinear fractional order epidemic model for HIV transmission is proposed and analyzed by including extra compartment namely exposed class to the basic SIR epidemic model. Also, the infected class of female sex workers is divided into unaware infectives and the aware infectives. The focus is on the spread of HIV by female sex workers through prostitution, because in the present world sexual transmission is the major cause of the HIV transmission. The exposed class contains those susceptible males in the population who have sexual contact with the female sex workers and are exposed to the infection directly or indirectly. The Caputo type fractional derivative is involved and generalized Adams-Bashforth-Moulton method is employed to numerically solve the proposed model. Model equilibria are determined and their stability analysis is considered by using fractional Routh-Hurwitz stability criterion and fractional La-Salle invariant principle. Analysis of the model demonstrates that the population is free from the disease if [Formula: see text] and disease spreads in the population if [Formula: see text]. Meanwhile, by using Lyapunov functional approach, the global dynamics of the endemic equilibrium point is discussed. Furthermore, for the fractional optimal control problem associated with the control strategies such as condom use for exposed class, treatment for aware infectives, awareness about disease among unaware infectives and behavioral change for susceptibles, we formulated a fractional optimality condition for the proposed model. The existence of fractional optimal control is analyzed and the Euler-Lagrange necessary conditions for the optimality of fractional optimal control are obtained. The effectiveness of control strategies is shown through numerical simulations and it can be seen through simulation, that the control measures effectively increase the quality of life and age limit of the HIV patients. It significantly reduces the number of HIV/AIDS patients during the whole epidemic. |
format | Online Article Text |
id | pubmed-7301891 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-73018912020-06-18 Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control Naik, Parvaiz Ahmad Zu, Jian Owolabi, Kolade M. Chaos Solitons Fractals Article In this paper, a nonlinear fractional order epidemic model for HIV transmission is proposed and analyzed by including extra compartment namely exposed class to the basic SIR epidemic model. Also, the infected class of female sex workers is divided into unaware infectives and the aware infectives. The focus is on the spread of HIV by female sex workers through prostitution, because in the present world sexual transmission is the major cause of the HIV transmission. The exposed class contains those susceptible males in the population who have sexual contact with the female sex workers and are exposed to the infection directly or indirectly. The Caputo type fractional derivative is involved and generalized Adams-Bashforth-Moulton method is employed to numerically solve the proposed model. Model equilibria are determined and their stability analysis is considered by using fractional Routh-Hurwitz stability criterion and fractional La-Salle invariant principle. Analysis of the model demonstrates that the population is free from the disease if [Formula: see text] and disease spreads in the population if [Formula: see text]. Meanwhile, by using Lyapunov functional approach, the global dynamics of the endemic equilibrium point is discussed. Furthermore, for the fractional optimal control problem associated with the control strategies such as condom use for exposed class, treatment for aware infectives, awareness about disease among unaware infectives and behavioral change for susceptibles, we formulated a fractional optimality condition for the proposed model. The existence of fractional optimal control is analyzed and the Euler-Lagrange necessary conditions for the optimality of fractional optimal control are obtained. The effectiveness of control strategies is shown through numerical simulations and it can be seen through simulation, that the control measures effectively increase the quality of life and age limit of the HIV patients. It significantly reduces the number of HIV/AIDS patients during the whole epidemic. Elsevier Ltd. 2020-09 2020-06-18 /pmc/articles/PMC7301891/ /pubmed/32572309 http://dx.doi.org/10.1016/j.chaos.2020.109826 Text en © 2020 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Naik, Parvaiz Ahmad Zu, Jian Owolabi, Kolade M. Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control |
title | Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control |
title_full | Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control |
title_fullStr | Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control |
title_full_unstemmed | Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control |
title_short | Global dynamics of a fractional order model for the transmission of HIV epidemic with optimal control |
title_sort | global dynamics of a fractional order model for the transmission of hiv epidemic with optimal control |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7301891/ https://www.ncbi.nlm.nih.gov/pubmed/32572309 http://dx.doi.org/10.1016/j.chaos.2020.109826 |
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