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Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis
In this paper, we study and analyze the susceptible-infectious-removed (SIR) dynamics considering the effect of health system. We consider a general incidence rate function and the recovery rate as functions of the number of hospital beds. We prove the existence, uniqueness, and boundedness of the m...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer International Publishing
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7779337/ https://www.ncbi.nlm.nih.gov/pubmed/33424955 http://dx.doi.org/10.1186/s13662-020-03192-w |
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author | Alqahtani, Rubayyi T. |
author_facet | Alqahtani, Rubayyi T. |
author_sort | Alqahtani, Rubayyi T. |
collection | PubMed |
description | In this paper, we study and analyze the susceptible-infectious-removed (SIR) dynamics considering the effect of health system. We consider a general incidence rate function and the recovery rate as functions of the number of hospital beds. We prove the existence, uniqueness, and boundedness of the model. We investigate all possible steady-state solutions of the model and their stability. The analysis shows that the free steady state is locally stable when the basic reproduction number [Formula: see text] is less than unity and unstable when [Formula: see text] . The analysis shows that the phenomenon of backward bifurcation occurs when [Formula: see text] . Then we investigate the model using the concept of fractional differential operator. Finally, we perform numerical simulations to illustrate the theoretical analysis and study the effect of the parameters on the model for various fractional orders. |
format | Online Article Text |
id | pubmed-7779337 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-77793372021-01-04 Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis Alqahtani, Rubayyi T. Adv Differ Equ Research In this paper, we study and analyze the susceptible-infectious-removed (SIR) dynamics considering the effect of health system. We consider a general incidence rate function and the recovery rate as functions of the number of hospital beds. We prove the existence, uniqueness, and boundedness of the model. We investigate all possible steady-state solutions of the model and their stability. The analysis shows that the free steady state is locally stable when the basic reproduction number [Formula: see text] is less than unity and unstable when [Formula: see text] . The analysis shows that the phenomenon of backward bifurcation occurs when [Formula: see text] . Then we investigate the model using the concept of fractional differential operator. Finally, we perform numerical simulations to illustrate the theoretical analysis and study the effect of the parameters on the model for various fractional orders. Springer International Publishing 2021-01-04 2021 /pmc/articles/PMC7779337/ /pubmed/33424955 http://dx.doi.org/10.1186/s13662-020-03192-w Text en © The Author(s) 2020 Open Access This 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/. |
spellingShingle | Research Alqahtani, Rubayyi T. Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis |
title | Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis |
title_full | Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis |
title_fullStr | Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis |
title_full_unstemmed | Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis |
title_short | Mathematical model of SIR epidemic system (COVID-19) with fractional derivative: stability and numerical analysis |
title_sort | mathematical model of sir epidemic system (covid-19) with fractional derivative: stability and numerical analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7779337/ https://www.ncbi.nlm.nih.gov/pubmed/33424955 http://dx.doi.org/10.1186/s13662-020-03192-w |
work_keys_str_mv | AT alqahtanirubayyit mathematicalmodelofsirepidemicsystemcovid19withfractionalderivativestabilityandnumericalanalysis |