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A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches
We study, in this paper, infection dynamics when an epidemic emerges to many regions which are connected with their neighbors by any kind of anthropological movement. For this, we devise a multi-regions discrete-time model with the three classical SIR compartments, describing the spatial-temporal be...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7099345/ https://www.ncbi.nlm.nih.gov/pubmed/32226449 http://dx.doi.org/10.1186/s13662-017-1168-4 |
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author | Zakary, Omar Rachik, Mostafa Elmouki, Ilias Lazaiz, Samih |
author_facet | Zakary, Omar Rachik, Mostafa Elmouki, Ilias Lazaiz, Samih |
author_sort | Zakary, Omar |
collection | PubMed |
description | We study, in this paper, infection dynamics when an epidemic emerges to many regions which are connected with their neighbors by any kind of anthropological movement. For this, we devise a multi-regions discrete-time model with the three classical SIR compartments, describing the spatial-temporal behaviors of homogenous susceptible, infected and removed populations. We suppose a large geographical domain, presented by a grid of colored cells, to exhibit at each instant i the spatial propagation of an epidemic which affects its different parts or sub-domains that we call here cells or regions. In order to minimize the number of infected individuals in some regions, we suggest an optimal control approach based on a travel-blocking vicinity strategy which aims to control a group of cells, or a patch, by restricting movements of infected people coming from its neighboring cells. We apply a discrete version of Pontryagin’s maximum principle to state the necessary conditions and characterization of the travel-blocking optimal controls. We provide cellular simulations based on discrete progressive-regressive iterative schemes associated with the obtained multi-points boundary value problems. For illustrating the modeling and optimal control approaches, we consider an example of 100 regions. |
format | Online Article Text |
id | pubmed-7099345 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-70993452020-03-27 A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches Zakary, Omar Rachik, Mostafa Elmouki, Ilias Lazaiz, Samih Adv Differ Equ Research We study, in this paper, infection dynamics when an epidemic emerges to many regions which are connected with their neighbors by any kind of anthropological movement. For this, we devise a multi-regions discrete-time model with the three classical SIR compartments, describing the spatial-temporal behaviors of homogenous susceptible, infected and removed populations. We suppose a large geographical domain, presented by a grid of colored cells, to exhibit at each instant i the spatial propagation of an epidemic which affects its different parts or sub-domains that we call here cells or regions. In order to minimize the number of infected individuals in some regions, we suggest an optimal control approach based on a travel-blocking vicinity strategy which aims to control a group of cells, or a patch, by restricting movements of infected people coming from its neighboring cells. We apply a discrete version of Pontryagin’s maximum principle to state the necessary conditions and characterization of the travel-blocking optimal controls. We provide cellular simulations based on discrete progressive-regressive iterative schemes associated with the obtained multi-points boundary value problems. For illustrating the modeling and optimal control approaches, we consider an example of 100 regions. Springer International Publishing 2017-04-26 2017 /pmc/articles/PMC7099345/ /pubmed/32226449 http://dx.doi.org/10.1186/s13662-017-1168-4 Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Zakary, Omar Rachik, Mostafa Elmouki, Ilias Lazaiz, Samih A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
title | A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
title_full | A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
title_fullStr | A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
title_full_unstemmed | A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
title_short | A multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
title_sort | multi-regions discrete-time epidemic model with a travel-blocking vicinity optimal control approach on patches |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7099345/ https://www.ncbi.nlm.nih.gov/pubmed/32226449 http://dx.doi.org/10.1186/s13662-017-1168-4 |
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