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Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks
Due to the advanced network technology, there is almost no barrier to information dissemination, which has led to the breeding of rumors. Intended to clarify the dynamic mechanism of rumor propagation, we formulate a SIR model with time delay, forced silence function and forgetting mechanism in both...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173948/ https://www.ncbi.nlm.nih.gov/pubmed/37200578 http://dx.doi.org/10.1140/epjp/s13360-023-04005-1 |
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author | Cao, Bingwen Guan, Gui Shen, Shuling Zhu, Linhe |
author_facet | Cao, Bingwen Guan, Gui Shen, Shuling Zhu, Linhe |
author_sort | Cao, Bingwen |
collection | PubMed |
description | Due to the advanced network technology, there is almost no barrier to information dissemination, which has led to the breeding of rumors. Intended to clarify the dynamic mechanism of rumor propagation, we formulate a SIR model with time delay, forced silence function and forgetting mechanism in both homogeneous and heterogeneous networks. In the homogeneous network model, we first prove the nonnegativity of the solutions. Based on the next-generation matrix, we calculate the basic reproduction number [Formula: see text] . Besides, we discuss the existence of equilibrium points. Next, by linearizing the system and constructing a Lyapunov function, the local and global asymptotically stability of the equilibrium points are found. In the heterogeneous network model, we derive the basic reproduction number [Formula: see text] through the analysis of a rumor-prevailing equilibrium point [Formula: see text] . Moreover, we conduct the local and global asymptotic stability analysis for the equilibrium points according to the LaSalle’s Invariance Principle and stability theorem. As long as the maximum spread rate [Formula: see text] is large enough, the rumor-prevailing point [Formula: see text] is locally asymptotically stable when [Formula: see text] . Additionally, it hits that the system exists bifurcation behavior at [Formula: see text] due to the newly added forced silence function. Later, after adding two controllers to the system, we research the problem of optimal control. Finally, aimed at authenticating the above theoretical results, a serious of numerical simulation experiments are carried out. |
format | Online Article Text |
id | pubmed-10173948 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-101739482023-05-14 Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks Cao, Bingwen Guan, Gui Shen, Shuling Zhu, Linhe Eur Phys J Plus Regular Article Due to the advanced network technology, there is almost no barrier to information dissemination, which has led to the breeding of rumors. Intended to clarify the dynamic mechanism of rumor propagation, we formulate a SIR model with time delay, forced silence function and forgetting mechanism in both homogeneous and heterogeneous networks. In the homogeneous network model, we first prove the nonnegativity of the solutions. Based on the next-generation matrix, we calculate the basic reproduction number [Formula: see text] . Besides, we discuss the existence of equilibrium points. Next, by linearizing the system and constructing a Lyapunov function, the local and global asymptotically stability of the equilibrium points are found. In the heterogeneous network model, we derive the basic reproduction number [Formula: see text] through the analysis of a rumor-prevailing equilibrium point [Formula: see text] . Moreover, we conduct the local and global asymptotic stability analysis for the equilibrium points according to the LaSalle’s Invariance Principle and stability theorem. As long as the maximum spread rate [Formula: see text] is large enough, the rumor-prevailing point [Formula: see text] is locally asymptotically stable when [Formula: see text] . Additionally, it hits that the system exists bifurcation behavior at [Formula: see text] due to the newly added forced silence function. Later, after adding two controllers to the system, we research the problem of optimal control. Finally, aimed at authenticating the above theoretical results, a serious of numerical simulation experiments are carried out. Springer Berlin Heidelberg 2023-05-11 2023 /pmc/articles/PMC10173948/ /pubmed/37200578 http://dx.doi.org/10.1140/epjp/s13360-023-04005-1 Text en © The Author(s), under exclusive licence to Società Italiana di Fisica and Springer-Verlag GmbH Germany, part of Springer Nature 2023, Springer Nature or its licensor (e.g. a society or other partner) 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 Cao, Bingwen Guan, Gui Shen, Shuling Zhu, Linhe Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks |
title | Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks |
title_full | Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks |
title_fullStr | Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks |
title_full_unstemmed | Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks |
title_short | Dynamical behaviors of a delayed SIR information propagation model with forced silence function and control measures in complex networks |
title_sort | dynamical behaviors of a delayed sir information propagation model with forced silence function and control measures in complex networks |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10173948/ https://www.ncbi.nlm.nih.gov/pubmed/37200578 http://dx.doi.org/10.1140/epjp/s13360-023-04005-1 |
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