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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2011
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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. |
format | Online Article Text |
id | pubmed-3114378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
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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