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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....
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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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. |
format | Online Article Text |
id | pubmed-9421643 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT heshaobo explorationofstochasticdynamicsandcomplexityinanepidemicsystem AT mukherjeesayan explorationofstochasticdynamicsandcomplexityinanepidemicsystem |