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Dynamic analysis and optimal control considering cross transmission and variation of information

Cross-transmission of information has a profound influence on the progress of science and technology and the discipline integration in the field of education. In this work, knowledge gained from the viral recombination and variation in COVID-19 transmission is applied to information transmission. Vi...

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Detalles Bibliográficos
Autores principales: Kang, Sida, Hou, Xilin, Hu, Yuhan, Liu, Hongyu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610354/
https://www.ncbi.nlm.nih.gov/pubmed/36302934
http://dx.doi.org/10.1038/s41598-022-21774-4
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author Kang, Sida
Hou, Xilin
Hu, Yuhan
Liu, Hongyu
author_facet Kang, Sida
Hou, Xilin
Hu, Yuhan
Liu, Hongyu
author_sort Kang, Sida
collection PubMed
description Cross-transmission of information has a profound influence on the progress of science and technology and the discipline integration in the field of education. In this work, knowledge gained from the viral recombination and variation in COVID-19 transmission is applied to information transmission. Virus recombination and virus variation are similar to the crossing and information fusion phenomena in information transmission. An S2I4MR model with information crossing and variation is constructed. Then, the local and global asymptotic stabilities of the information-free equilibrium and information-existence equilibrium are analyzed. Additionally, the basic reproduction number [Formula: see text] of the model is calculated. As such, an optimal control strategy is hereby proposed to promote the cross-transmission of information and generate variant information. The numerical simulations support the results of the theoretical analysis and the sensitivity of the system towards certain control parameters. In particular, the results show that strengthening information crossing promotes the generation of variant information. Furthermore, encouraging information exchange and enhancing education improve the generation of information crossing and information variation.
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spelling pubmed-96103542022-10-28 Dynamic analysis and optimal control considering cross transmission and variation of information Kang, Sida Hou, Xilin Hu, Yuhan Liu, Hongyu Sci Rep Article Cross-transmission of information has a profound influence on the progress of science and technology and the discipline integration in the field of education. In this work, knowledge gained from the viral recombination and variation in COVID-19 transmission is applied to information transmission. Virus recombination and virus variation are similar to the crossing and information fusion phenomena in information transmission. An S2I4MR model with information crossing and variation is constructed. Then, the local and global asymptotic stabilities of the information-free equilibrium and information-existence equilibrium are analyzed. Additionally, the basic reproduction number [Formula: see text] of the model is calculated. As such, an optimal control strategy is hereby proposed to promote the cross-transmission of information and generate variant information. The numerical simulations support the results of the theoretical analysis and the sensitivity of the system towards certain control parameters. In particular, the results show that strengthening information crossing promotes the generation of variant information. Furthermore, encouraging information exchange and enhancing education improve the generation of information crossing and information variation. Nature Publishing Group UK 2022-10-27 /pmc/articles/PMC9610354/ /pubmed/36302934 http://dx.doi.org/10.1038/s41598-022-21774-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Kang, Sida
Hou, Xilin
Hu, Yuhan
Liu, Hongyu
Dynamic analysis and optimal control considering cross transmission and variation of information
title Dynamic analysis and optimal control considering cross transmission and variation of information
title_full Dynamic analysis and optimal control considering cross transmission and variation of information
title_fullStr Dynamic analysis and optimal control considering cross transmission and variation of information
title_full_unstemmed Dynamic analysis and optimal control considering cross transmission and variation of information
title_short Dynamic analysis and optimal control considering cross transmission and variation of information
title_sort dynamic analysis and optimal control considering cross transmission and variation of information
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9610354/
https://www.ncbi.nlm.nih.gov/pubmed/36302934
http://dx.doi.org/10.1038/s41598-022-21774-4
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