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Exploration of stochastic dynamics and complexity in an epidemic system

We investigate the effect of noise in an epidemic system. We have studied dynamics and complexity for both the deterministic and its noise-induced model. We have verified the stochastic sensitivity under the variation of noise strength and changing the initial conditions of the noise-induced system....

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Detalles Bibliográficos
Autores principales: He, Shaobo, Mukherjee, Sayan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421643/
https://www.ncbi.nlm.nih.gov/pubmed/36061075
http://dx.doi.org/10.1140/epjs/s11734-022-00658-8
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author He, Shaobo
Mukherjee, Sayan
author_facet He, Shaobo
Mukherjee, Sayan
author_sort He, Shaobo
collection PubMed
description We investigate the effect of noise in an epidemic system. We have studied dynamics and complexity for both the deterministic and its noise-induced model. We have verified the stochastic sensitivity under the variation of noise strength and changing the initial conditions of the noise-induced system. It confirms that noise can make significant perturbation in the stochastic sensitivity. To quantify the dynamics, phase space analysis is done under both noisy and noise free conditions. The transition between regular and chaotic dynamics has been examined by [Formula: see text] test. Corresponding complexity analysis is also done using the weighted recurrence entropy method. Numerical results confirm the chaotic dynamics in the noise-induced epidemic system within a larger region of parameters compared to the same in its noise free part.
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spelling pubmed-94216432022-08-30 Exploration of stochastic dynamics and complexity in an epidemic system He, Shaobo Mukherjee, Sayan Eur Phys J Spec Top Regular Article We investigate the effect of noise in an epidemic system. We have studied dynamics and complexity for both the deterministic and its noise-induced model. We have verified the stochastic sensitivity under the variation of noise strength and changing the initial conditions of the noise-induced system. It confirms that noise can make significant perturbation in the stochastic sensitivity. To quantify the dynamics, phase space analysis is done under both noisy and noise free conditions. The transition between regular and chaotic dynamics has been examined by [Formula: see text] test. Corresponding complexity analysis is also done using the weighted recurrence entropy method. Numerical results confirm the chaotic dynamics in the noise-induced epidemic system within a larger region of parameters compared to the same in its noise free part. Springer Berlin Heidelberg 2022-08-29 2022 /pmc/articles/PMC9421643/ /pubmed/36061075 http://dx.doi.org/10.1140/epjs/s11734-022-00658-8 Text en © The Author(s), under exclusive licence to EDP Sciences, Springer-Verlag GmbH Germany, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. 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 Regular Article
He, Shaobo
Mukherjee, Sayan
Exploration of stochastic dynamics and complexity in an epidemic system
title Exploration of stochastic dynamics and complexity in an epidemic system
title_full Exploration of stochastic dynamics and complexity in an epidemic system
title_fullStr Exploration of stochastic dynamics and complexity in an epidemic system
title_full_unstemmed Exploration of stochastic dynamics and complexity in an epidemic system
title_short Exploration of stochastic dynamics and complexity in an epidemic system
title_sort exploration of stochastic dynamics and complexity in an epidemic system
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9421643/
https://www.ncbi.nlm.nih.gov/pubmed/36061075
http://dx.doi.org/10.1140/epjs/s11734-022-00658-8
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