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Mathematical analysis of swine influenza epidemic model with optimal control
A deterministic model is designed and used to analyze the transmission dynamics and the impact of antiviral drugs in controlling the spread of the 2009 swine influenza pandemic. In particular, the model considers the administration of the antiviral both as a preventive as well as a therapeutic agent...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Japan
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7097131/ https://www.ncbi.nlm.nih.gov/pubmed/32226225 http://dx.doi.org/10.1007/s13160-016-0210-3 |
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author | Imran, Mudassar Malik, Tufail Ansari, Ali R Khan, Adnan |
author_facet | Imran, Mudassar Malik, Tufail Ansari, Ali R Khan, Adnan |
author_sort | Imran, Mudassar |
collection | PubMed |
description | A deterministic model is designed and used to analyze the transmission dynamics and the impact of antiviral drugs in controlling the spread of the 2009 swine influenza pandemic. In particular, the model considers the administration of the antiviral both as a preventive as well as a therapeutic agent. Rigorous analysis of the model reveals that its disease-free equilibrium is globally asymptotically stable under a condition involving the threshold quantity-reproduction number [Formula: see text] . The disease persists uniformly if [Formula: see text] and the model has a unique endemic equilibrium under certain condition. The model undergoes backward bifurcation if the antiviral drugs are completely efficient. Uncertainty and sensitivity analysis is presented to identify and study the impact of critical model parameters on the reproduction number. A time dependent optimal treatment strategy is designed using Pontryagin’s maximum principle to minimize the treatment cost and the infected population. Finally the reproduction number is estimated for the influenza outbreak and model provides a reasonable fit to the observed swine (H1N1) pandemic data in Manitoba, Canada, in 2009. |
format | Online Article Text |
id | pubmed-7097131 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Springer Japan |
record_format | MEDLINE/PubMed |
spelling | pubmed-70971312020-03-26 Mathematical analysis of swine influenza epidemic model with optimal control Imran, Mudassar Malik, Tufail Ansari, Ali R Khan, Adnan Jpn J Ind Appl Math Original Paper A deterministic model is designed and used to analyze the transmission dynamics and the impact of antiviral drugs in controlling the spread of the 2009 swine influenza pandemic. In particular, the model considers the administration of the antiviral both as a preventive as well as a therapeutic agent. Rigorous analysis of the model reveals that its disease-free equilibrium is globally asymptotically stable under a condition involving the threshold quantity-reproduction number [Formula: see text] . The disease persists uniformly if [Formula: see text] and the model has a unique endemic equilibrium under certain condition. The model undergoes backward bifurcation if the antiviral drugs are completely efficient. Uncertainty and sensitivity analysis is presented to identify and study the impact of critical model parameters on the reproduction number. A time dependent optimal treatment strategy is designed using Pontryagin’s maximum principle to minimize the treatment cost and the infected population. Finally the reproduction number is estimated for the influenza outbreak and model provides a reasonable fit to the observed swine (H1N1) pandemic data in Manitoba, Canada, in 2009. Springer Japan 2016-01-21 2016 /pmc/articles/PMC7097131/ /pubmed/32226225 http://dx.doi.org/10.1007/s13160-016-0210-3 Text en © The JJIAM Publishing Committee and Springer Japan 2016 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Paper Imran, Mudassar Malik, Tufail Ansari, Ali R Khan, Adnan Mathematical analysis of swine influenza epidemic model with optimal control |
title | Mathematical analysis of swine influenza epidemic model with optimal control |
title_full | Mathematical analysis of swine influenza epidemic model with optimal control |
title_fullStr | Mathematical analysis of swine influenza epidemic model with optimal control |
title_full_unstemmed | Mathematical analysis of swine influenza epidemic model with optimal control |
title_short | Mathematical analysis of swine influenza epidemic model with optimal control |
title_sort | mathematical analysis of swine influenza epidemic model with optimal control |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7097131/ https://www.ncbi.nlm.nih.gov/pubmed/32226225 http://dx.doi.org/10.1007/s13160-016-0210-3 |
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