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Optimal Control of HIV Dynamic Using Embedding Method

This present study proposes an optimal control problem, with the final goal of implementing an optimal treatment protocol which could maximize the survival time of patients and minimize the cost of drug utilizing a system of ordinary differential equations which describes the interaction of the immu...

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Detalles Bibliográficos
Autores principales: Zarei, H., Kamyad, A. V., Farahi, M. H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3114378/
https://www.ncbi.nlm.nih.gov/pubmed/21687584
http://dx.doi.org/10.1155/2011/674318
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author Zarei, H.
Kamyad, A. V.
Farahi, M. H.
author_facet Zarei, H.
Kamyad, A. V.
Farahi, M. H.
author_sort Zarei, H.
collection PubMed
description This present study proposes an optimal control problem, with the final goal of implementing an optimal treatment protocol which could maximize the survival time of patients and minimize the cost of drug utilizing a system of ordinary differential equations which describes the interaction of the immune system with the human immunodeficiency virus (HIV). Optimal control problem transfers into a modified problem in measure space using an embedding method in which the existence of optimal solution is guaranteed by compactness of the space. Then the metamorphosed problem is approximated by a linear programming (LP) problem, and by solving this LP problem a suboptimal piecewise constant control function, which is more practical from the clinical viewpoint, is achieved. The comparison between the immune system dynamics in treated and untreated patients is introduced. Finally, the relationships between the healthy cells and virus are shown.
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spelling pubmed-31143782011-06-17 Optimal Control of HIV Dynamic Using Embedding Method Zarei, H. Kamyad, A. V. Farahi, M. H. Comput Math Methods Med Research Article This present study proposes an optimal control problem, with the final goal of implementing an optimal treatment protocol which could maximize the survival time of patients and minimize the cost of drug utilizing a system of ordinary differential equations which describes the interaction of the immune system with the human immunodeficiency virus (HIV). Optimal control problem transfers into a modified problem in measure space using an embedding method in which the existence of optimal solution is guaranteed by compactness of the space. Then the metamorphosed problem is approximated by a linear programming (LP) problem, and by solving this LP problem a suboptimal piecewise constant control function, which is more practical from the clinical viewpoint, is achieved. The comparison between the immune system dynamics in treated and untreated patients is introduced. Finally, the relationships between the healthy cells and virus are shown. Hindawi Publishing Corporation 2011 2011-04-18 /pmc/articles/PMC3114378/ /pubmed/21687584 http://dx.doi.org/10.1155/2011/674318 Text en Copyright © 2011 H. Zarei et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Zarei, H.
Kamyad, A. V.
Farahi, M. H.
Optimal Control of HIV Dynamic Using Embedding Method
title Optimal Control of HIV Dynamic Using Embedding Method
title_full Optimal Control of HIV Dynamic Using Embedding Method
title_fullStr Optimal Control of HIV Dynamic Using Embedding Method
title_full_unstemmed Optimal Control of HIV Dynamic Using Embedding Method
title_short Optimal Control of HIV Dynamic Using Embedding Method
title_sort optimal control of hiv dynamic using embedding method
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3114378/
https://www.ncbi.nlm.nih.gov/pubmed/21687584
http://dx.doi.org/10.1155/2011/674318
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