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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...

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Autores principales: Wang, Zhenggang, Szeto, Kwok Yip, Leung, Frederick Chi-Ching
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2009
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.
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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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