Mathematical modeling and analysis of HIV/AIDS control measures

>Magister Scientiae - MSc === In this thesis, we investigate the HIV/AIDS epidemic in a population which experiences a significant flow of immigrants. We derive and analyse a math- ematical model that describes the dynamics of HIV infection among the im- migrant youths and intervention that can...

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Main Author: Gbenga, Abiodun J.
Other Authors: Marcus, Nizar
Language:en
Published: University of the Western Cape 2015
Subjects:
HIV
Online Access:http://hdl.handle.net/11394/4016
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spelling ndltd-netd.ac.za-oai-union.ndltd.org-uwc-oai-etd.uwc.ac.za-11394-40162018-09-06T04:53:33Z Mathematical modeling and analysis of HIV/AIDS control measures Gbenga, Abiodun J. Marcus, Nizar Witbooi, Peter J. Okosun, Kazeem HIV AIDS Stability Infected immigrants Infectious diseases Basic reproduction number Diseases-free equilibrium Endemic equilibrium Stability analysis Parental care Youths Teenagers Optimal control State variables Pontryagin’s Maximum Principle Optimality condition Compartmental model >Magister Scientiae - MSc In this thesis, we investigate the HIV/AIDS epidemic in a population which experiences a significant flow of immigrants. We derive and analyse a math- ematical model that describes the dynamics of HIV infection among the im- migrant youths and intervention that can minimize or prevent the spread of the disease in the population. In particular, we are interested in the effects of public-health education and of parental care.We consider existing models of public-health education in HIV/AIDS epidemi-ology, and provide some new insights on these. In this regard we focus atten-tion on the papers [b] and [c], expanding those researches by adding sensitivity analysis and optimal control problems with their solutions.Our main emphasis will be on the effect of parental care on HIV/AIDS epidemi-ology. In this regard we introduce a new model. Firstly, we analyse the model without parental care and investigate its stability and sensitivity behaviour.We conduct both qualitative and quantitative analyses. It is observed that in the absence of infected youths, disease-free equilibrium is achievable and is asymptotically stable. Further, we use optimal control methods to determine the necessary conditions for the optimality of intervention, and for disease eradication or control. Using Pontryagin’s Maximum Principle to check the effects of screening control and parental care on the spread of HIV/AIDS, we observe that parental care is more effective than screening control. However, the most efficient control strategy is in fact a combination of parental care and screening control. The results form the central theme of this thesis, and are included in the manuscript [a] which is now being reviewed for publication. Finally, numerical simulations are performed to illustrate the analytical results. 2015-03-05T08:43:06Z 2015-03-05T08:43:06Z 2012 Thesis http://hdl.handle.net/11394/4016 en University of the Western Cape University of the Western Cape
collection NDLTD
language en
sources NDLTD
topic HIV
AIDS
Stability
Infected immigrants
Infectious diseases
Basic reproduction number
Diseases-free equilibrium
Endemic equilibrium
Stability analysis
Parental care
Youths
Teenagers
Optimal control
State variables
Pontryagin’s Maximum Principle
Optimality condition
Compartmental model
spellingShingle HIV
AIDS
Stability
Infected immigrants
Infectious diseases
Basic reproduction number
Diseases-free equilibrium
Endemic equilibrium
Stability analysis
Parental care
Youths
Teenagers
Optimal control
State variables
Pontryagin’s Maximum Principle
Optimality condition
Compartmental model
Gbenga, Abiodun J.
Mathematical modeling and analysis of HIV/AIDS control measures
description >Magister Scientiae - MSc === In this thesis, we investigate the HIV/AIDS epidemic in a population which experiences a significant flow of immigrants. We derive and analyse a math- ematical model that describes the dynamics of HIV infection among the im- migrant youths and intervention that can minimize or prevent the spread of the disease in the population. In particular, we are interested in the effects of public-health education and of parental care.We consider existing models of public-health education in HIV/AIDS epidemi-ology, and provide some new insights on these. In this regard we focus atten-tion on the papers [b] and [c], expanding those researches by adding sensitivity analysis and optimal control problems with their solutions.Our main emphasis will be on the effect of parental care on HIV/AIDS epidemi-ology. In this regard we introduce a new model. Firstly, we analyse the model without parental care and investigate its stability and sensitivity behaviour.We conduct both qualitative and quantitative analyses. It is observed that in the absence of infected youths, disease-free equilibrium is achievable and is asymptotically stable. Further, we use optimal control methods to determine the necessary conditions for the optimality of intervention, and for disease eradication or control. Using Pontryagin’s Maximum Principle to check the effects of screening control and parental care on the spread of HIV/AIDS, we observe that parental care is more effective than screening control. However, the most efficient control strategy is in fact a combination of parental care and screening control. The results form the central theme of this thesis, and are included in the manuscript [a] which is now being reviewed for publication. Finally, numerical simulations are performed to illustrate the analytical results.
author2 Marcus, Nizar
author_facet Marcus, Nizar
Gbenga, Abiodun J.
author Gbenga, Abiodun J.
author_sort Gbenga, Abiodun J.
title Mathematical modeling and analysis of HIV/AIDS control measures
title_short Mathematical modeling and analysis of HIV/AIDS control measures
title_full Mathematical modeling and analysis of HIV/AIDS control measures
title_fullStr Mathematical modeling and analysis of HIV/AIDS control measures
title_full_unstemmed Mathematical modeling and analysis of HIV/AIDS control measures
title_sort mathematical modeling and analysis of hiv/aids control measures
publisher University of the Western Cape
publishDate 2015
url http://hdl.handle.net/11394/4016
work_keys_str_mv AT gbengaabiodunj mathematicalmodelingandanalysisofhivaidscontrolmeasures
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