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2014 | OriginalPaper | Buchkapitel

Computational Modelling and Optimal Control of HIV/AIDS Transmission in a Community with Substance Abuse Problem

verfasst von : I. Takaidza, O. D. Makinde, K. O. Okosun

Erschienen in: Advances in Applied Mathematics

Verlag: Springer International Publishing

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Abstract

Abuse of substances continues to be ubiquitous in communities leading to high-risk sexual behaviour mainly due to impaired decision-making capacity. The abuse may also have numerous effects on neurocognitive function resulting in HIV infection and ultimately AIDS. In this paper, a compartmental deterministic model for the transmission dynamics of HIV/AIDS in a community plagued with substance abuse is proposed. The nonlinear problem is tackled using stability theory of differential equations and a basic reproduction number for the elimination of HIV infection is determined. The implementation of optimal control strategies involving treatment of substance-abusing susceptibles, counselling and prevention to combat the spread of HIV infection is determined using Pontryagin’s maximum principle. Numerical simulations are performed and the pertinent results are presented graphically and discussed quantitatively.

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Literatur
1.
Zurück zum Zitat NIDA: Treatment and recovery. J. Neurosci. 21–23, 9414–9418 (2001) NIDA: Treatment and recovery. J. Neurosci. 21–23, 9414–9418 (2001)
2.
Zurück zum Zitat Plant, M.A.: Alcohol, sex and AIDS. Alcohol Alcohol. 25(2/3), 293–301 (1990) Plant, M.A.: Alcohol, sex and AIDS. Alcohol Alcohol. 25(2/3), 293–301 (1990)
3.
Zurück zum Zitat McManus, T.J., Weatherburn, P., Alcohol, AIDS and immunity. Br. Med. Bull. 50(1), 115–123 (1994) McManus, T.J., Weatherburn, P., Alcohol, AIDS and immunity. Br. Med. Bull. 50(1), 115–123 (1994)
4.
Zurück zum Zitat Greenhalgh, D., Hay, G.: Mathematical modelling of the spread of HIV/AIDS amongst injecting drug users. IMA J. Math. Appl. Med. Biol. 14(1), 11–38 (1997)CrossRefMATH Greenhalgh, D., Hay, G.: Mathematical modelling of the spread of HIV/AIDS amongst injecting drug users. IMA J. Math. Appl. Med. Biol. 14(1), 11–38 (1997)CrossRefMATH
5.
Zurück zum Zitat Galvan, F.H., Burnam, M.A., Bing, E.G.: Co-occurring psychiatric symptoms and drug dependence or heavy drinking among HIV-positive people. J. Psychoac. Drugs 35(Suppl 1), 153–160 (2003)CrossRef Galvan, F.H., Burnam, M.A., Bing, E.G.: Co-occurring psychiatric symptoms and drug dependence or heavy drinking among HIV-positive people. J. Psychoac. Drugs 35(Suppl 1), 153–160 (2003)CrossRef
6.
Zurück zum Zitat Kalula, A.S., Nyabadza, F.: A theoretical model for substance abuse in the presence of treatment. South African J. Sci.. 108(3/4), 12 (2012). doi:10.4102/sajs.v108i3/4.654 Kalula, A.S., Nyabadza, F.: A theoretical model for substance abuse in the presence of treatment. South African J. Sci.. 108(3/4), 12 (2012). doi:10.4102/sajs.v108i3/4.654
7.
Zurück zum Zitat Bhunu, C.P., Tchuenche, J.M., Lutscher, F., Mushayabasa, S., Bauch, C.T.: Assessing the effects of drug use on the transmission dynamics of HIV/AIDS. In: Mushayabasa, S., Bhunu, C.P. (eds.) Understanding the Dynamics of Emerging and Re-Emerging Infectious Diseases Using Mathematical Models, pp. 105–131. (2012). ISBN:978-81-7895-549-0 Bhunu, C.P., Tchuenche, J.M., Lutscher, F., Mushayabasa, S., Bauch, C.T.: Assessing the effects of drug use on the transmission dynamics of HIV/AIDS. In: Mushayabasa, S., Bhunu, C.P. (eds.) Understanding the Dynamics of Emerging and Re-Emerging Infectious Diseases Using Mathematical Models, pp. 105–131. (2012). ISBN:978-81-7895-549-0
8.
Zurück zum Zitat van den Driessche, P., Watmough, J.: Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Math. Biosci. 180, 29–48 (2002)CrossRefMATHMathSciNet van den Driessche, P., Watmough, J.: Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission. Math. Biosci. 180, 29–48 (2002)CrossRefMATHMathSciNet
9.
Zurück zum Zitat Pontryagin, L.S., Boltyanskii, V.G., Gamkrelidze, R.V., Mishchenko, E.F.: The Mathematical Theory of Optimal Processes. Wiley, New York (1962)MATH Pontryagin, L.S., Boltyanskii, V.G., Gamkrelidze, R.V., Mishchenko, E.F.: The Mathematical Theory of Optimal Processes. Wiley, New York (1962)MATH
10.
Zurück zum Zitat Fleming, W.H., Rishel, R.W.: Deterministic and Stochastic Optimal Control. Springer, New York (1975)CrossRefMATH Fleming, W.H., Rishel, R.W.: Deterministic and Stochastic Optimal Control. Springer, New York (1975)CrossRefMATH
11.
Zurück zum Zitat Lenhart, S., Workman, J.T.: Optimal Control Applied to Biological Models. Chapman and Hall, New York (2007)MATH Lenhart, S., Workman, J.T.: Optimal Control Applied to Biological Models. Chapman and Hall, New York (2007)MATH
12.
Zurück zum Zitat Okosun, K.O., Makinde, O.D., Takaidza, I.: Impact of optimal control on the treatment of HIV/AIDS and screening of unaware infective. Appl. Math. Model. 37, 3802–3820 (2013). doi:10.1016/j.apm.2012.08.004CrossRefMATHMathSciNet Okosun, K.O., Makinde, O.D., Takaidza, I.: Impact of optimal control on the treatment of HIV/AIDS and screening of unaware infective. Appl. Math. Model. 37, 3802–3820 (2013). doi:10.1016/j.apm.2012.08.004CrossRefMATHMathSciNet
Metadaten
Titel
Computational Modelling and Optimal Control of HIV/AIDS Transmission in a Community with Substance Abuse Problem
verfasst von
I. Takaidza
O. D. Makinde
K. O. Okosun
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-06923-4_4