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Optimal Time Delay in the Control of Epidemic
A mathematical model to address the efficiency of the isolation and quarantine strategies in the containment of epidemics is constructed based on the SIR model with time delay. The model is investigated with numerical simulation that demonstrates the importance of quick measure in identifying the in...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122778/ http://dx.doi.org/10.1007/978-3-642-03211-0_21 |
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author | Wang, Zhenggang Szeto, Kwok Yip Leung, Frederick Chi-Ching |
author_facet | Wang, Zhenggang Szeto, Kwok Yip Leung, Frederick Chi-Ching |
author_sort | Wang, Zhenggang |
collection | PubMed |
description | A mathematical model to address the efficiency of the isolation and quarantine strategies in the containment of epidemics is constructed based on the SIR model with time delay. The model is investigated with numerical simulation that demonstrates the importance of quick measure in identifying the infected and the subsequent quarantine of his/her neighbors. The model also provides a theoretical framework for the estimation of the cost involved in the containment of the epidemics. Based on a general estimate of the cost, we demonstrate the procedure for the calculation of the optimal set of parameters in our isolation and quarantine strategy through numerical simulation on a model social network. We find an important parameter π which is a combination of several general parameters for the SIR model so that when π> 0, the isolation and quarantine strategy will fail to contain the outbreak. The procedure outlined provides some general guidance in the selection of strategies in the containment of real epidemics, where the balance between social cost and risk must be carefully handled. |
format | Online Article Text |
id | pubmed-7122778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
record_format | MEDLINE/PubMed |
spelling | pubmed-71227782020-04-06 Optimal Time Delay in the Control of Epidemic Wang, Zhenggang Szeto, Kwok Yip Leung, Frederick Chi-Ching Nature Inspired Cooperative Strategies for Optimization (NICSO 2008) Article A mathematical model to address the efficiency of the isolation and quarantine strategies in the containment of epidemics is constructed based on the SIR model with time delay. The model is investigated with numerical simulation that demonstrates the importance of quick measure in identifying the infected and the subsequent quarantine of his/her neighbors. The model also provides a theoretical framework for the estimation of the cost involved in the containment of the epidemics. Based on a general estimate of the cost, we demonstrate the procedure for the calculation of the optimal set of parameters in our isolation and quarantine strategy through numerical simulation on a model social network. We find an important parameter π which is a combination of several general parameters for the SIR model so that when π> 0, the isolation and quarantine strategy will fail to contain the outbreak. The procedure outlined provides some general guidance in the selection of strategies in the containment of real epidemics, where the balance between social cost and risk must be carefully handled. 2009 /pmc/articles/PMC7122778/ http://dx.doi.org/10.1007/978-3-642-03211-0_21 Text en © Springer-Verlag Berlin Heidelberg 2009 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 | Article Wang, Zhenggang Szeto, Kwok Yip Leung, Frederick Chi-Ching Optimal Time Delay in the Control of Epidemic |
title | Optimal Time Delay in the Control of Epidemic |
title_full | Optimal Time Delay in the Control of Epidemic |
title_fullStr | Optimal Time Delay in the Control of Epidemic |
title_full_unstemmed | Optimal Time Delay in the Control of Epidemic |
title_short | Optimal Time Delay in the Control of Epidemic |
title_sort | optimal time delay in the control of epidemic |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7122778/ http://dx.doi.org/10.1007/978-3-642-03211-0_21 |
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