On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy

Detalhes bibliográficos
Autor(a) principal: Rashidinia, Jalil
Data de Publicação: 2018
Outros Autores: Sajjadian, Mehri, Duarte, Jorge, Januário, Cristina, Martins, Nuno
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10773/35451
Resumo: In this article, we consider the discretized classical Susceptible-Infected-Recovered (SIR) forced epidemic model to investigate the consequences of the introduction of different transmission rates and the effect of a constant vaccination strategy, providing new numerical and topological insights into the complex dynamics of recurrent diseases. Starting with a constant contact (or transmission) rate, the computation of the spectrum of Lyapunov exponents allows us to identify different chaotic regimes. Studying the evolution of the dynamical variables, a family of unimodal-type iterated maps with a striking biological meaning is detected among those dynamical regimes of the densities of the susceptibles. Using the theory of symbolic dynamics, these iterated maps are characterized based on the computation of an important numerical invariant, the topological entropy. The introduction of a degree (or amplitude) of seasonality, , is responsible for inducing complexity into the population dynamics. The resulting dynamical behaviors are studied using some of the previous tools for particular values of the strength of the seasonality forcing, . Finally, we carry out a study of the discrete SIR epidemic model under a planned constant vaccination strategy. We examine what effect this vaccination regime will have on the periodic and chaotic dynamics originated by seasonally forced epidemics.
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spelling On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategyIn this article, we consider the discretized classical Susceptible-Infected-Recovered (SIR) forced epidemic model to investigate the consequences of the introduction of different transmission rates and the effect of a constant vaccination strategy, providing new numerical and topological insights into the complex dynamics of recurrent diseases. Starting with a constant contact (or transmission) rate, the computation of the spectrum of Lyapunov exponents allows us to identify different chaotic regimes. Studying the evolution of the dynamical variables, a family of unimodal-type iterated maps with a striking biological meaning is detected among those dynamical regimes of the densities of the susceptibles. Using the theory of symbolic dynamics, these iterated maps are characterized based on the computation of an important numerical invariant, the topological entropy. The introduction of a degree (or amplitude) of seasonality, , is responsible for inducing complexity into the population dynamics. The resulting dynamical behaviors are studied using some of the previous tools for particular values of the strength of the seasonality forcing, . Finally, we carry out a study of the discrete SIR epidemic model under a planned constant vaccination strategy. We examine what effect this vaccination regime will have on the periodic and chaotic dynamics originated by seasonally forced epidemics.Wiley. Hindawi2022-12-19T12:50:53Z2018-01-01T00:00:00Z2018info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10773/35451eng1076-278710.1155/2018/7191487Rashidinia, JalilSajjadian, MehriDuarte, JorgeJanuário, CristinaMartins, Nunoinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-02-22T12:08:06Zoai:ria.ua.pt:10773/35451Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:06:23.984171Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
title On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
spellingShingle On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
Rashidinia, Jalil
title_short On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
title_full On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
title_fullStr On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
title_full_unstemmed On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
title_sort On the dynamical complexity of a seasonally forced discrete SIR epidemic model with a constant vaccination strategy
author Rashidinia, Jalil
author_facet Rashidinia, Jalil
Sajjadian, Mehri
Duarte, Jorge
Januário, Cristina
Martins, Nuno
author_role author
author2 Sajjadian, Mehri
Duarte, Jorge
Januário, Cristina
Martins, Nuno
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Rashidinia, Jalil
Sajjadian, Mehri
Duarte, Jorge
Januário, Cristina
Martins, Nuno
description In this article, we consider the discretized classical Susceptible-Infected-Recovered (SIR) forced epidemic model to investigate the consequences of the introduction of different transmission rates and the effect of a constant vaccination strategy, providing new numerical and topological insights into the complex dynamics of recurrent diseases. Starting with a constant contact (or transmission) rate, the computation of the spectrum of Lyapunov exponents allows us to identify different chaotic regimes. Studying the evolution of the dynamical variables, a family of unimodal-type iterated maps with a striking biological meaning is detected among those dynamical regimes of the densities of the susceptibles. Using the theory of symbolic dynamics, these iterated maps are characterized based on the computation of an important numerical invariant, the topological entropy. The introduction of a degree (or amplitude) of seasonality, , is responsible for inducing complexity into the population dynamics. The resulting dynamical behaviors are studied using some of the previous tools for particular values of the strength of the seasonality forcing, . Finally, we carry out a study of the discrete SIR epidemic model under a planned constant vaccination strategy. We examine what effect this vaccination regime will have on the periodic and chaotic dynamics originated by seasonally forced epidemics.
publishDate 2018
dc.date.none.fl_str_mv 2018-01-01T00:00:00Z
2018
2022-12-19T12:50:53Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
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status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10773/35451
url http://hdl.handle.net/10773/35451
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv 1076-2787
10.1155/2018/7191487
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Wiley. Hindawi
publisher.none.fl_str_mv Wiley. Hindawi
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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