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Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia
The novel coronavirus disease or COVID-19 is still posing an alarming situation around the globe. The whole world is facing the second wave of this novel pandemic. Recently, the researchers are focused to study the complex dynamics and possible control of this global infection. Mathematical modeling...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Author(s). Published by Elsevier B.V.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854145/ https://www.ncbi.nlm.nih.gov/pubmed/33552881 http://dx.doi.org/10.1016/j.rinp.2020.103787 |
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author | Chu, Yu-Ming Ali, Aatif Khan, Muhammad Altaf Islam, Saeed Ullah, Saif |
author_facet | Chu, Yu-Ming Ali, Aatif Khan, Muhammad Altaf Islam, Saeed Ullah, Saif |
author_sort | Chu, Yu-Ming |
collection | PubMed |
description | The novel coronavirus disease or COVID-19 is still posing an alarming situation around the globe. The whole world is facing the second wave of this novel pandemic. Recently, the researchers are focused to study the complex dynamics and possible control of this global infection. Mathematical modeling is a useful tool and gains much interest in this regard. In this paper, a fractional-order transmission model is considered to study its dynamical behavior using the real cases reported in Saudia Arabia. The classical Caputo type derivative of fractional order is used in order to formulate the model. The transmission of the infection through the environment is taken into consideration. The documented data since March 02, 2020 up to July 31, 2020 are considered for estimation of parameters of system. We have the estimated basic reproduction number [Formula: see text] for the data is [Formula: see text]. The Banach fixed point analysis has been used for the existence and uniqueness of the solution. The stability analysis at infection free equilibrium and at the endemic state are presented in details via a nonlinear Lyapunov function in conjunction with LaSalle Invariance Principle. An efficient numerical scheme of Adams-Molten type is implemented for the iterative solution of the model, which plays an important role in determining the impact of control measures and also sensitive parameters that can reduce the infection in the general public and thereby reduce the spread of pandemic as shown graphically. We present some graphical results for the model and the effect of the important sensitive parameters for possible infection minimization in the population. |
format | Online Article Text |
id | pubmed-7854145 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Author(s). Published by Elsevier B.V. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78541452021-02-03 Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia Chu, Yu-Ming Ali, Aatif Khan, Muhammad Altaf Islam, Saeed Ullah, Saif Results Phys Article The novel coronavirus disease or COVID-19 is still posing an alarming situation around the globe. The whole world is facing the second wave of this novel pandemic. Recently, the researchers are focused to study the complex dynamics and possible control of this global infection. Mathematical modeling is a useful tool and gains much interest in this regard. In this paper, a fractional-order transmission model is considered to study its dynamical behavior using the real cases reported in Saudia Arabia. The classical Caputo type derivative of fractional order is used in order to formulate the model. The transmission of the infection through the environment is taken into consideration. The documented data since March 02, 2020 up to July 31, 2020 are considered for estimation of parameters of system. We have the estimated basic reproduction number [Formula: see text] for the data is [Formula: see text]. The Banach fixed point analysis has been used for the existence and uniqueness of the solution. The stability analysis at infection free equilibrium and at the endemic state are presented in details via a nonlinear Lyapunov function in conjunction with LaSalle Invariance Principle. An efficient numerical scheme of Adams-Molten type is implemented for the iterative solution of the model, which plays an important role in determining the impact of control measures and also sensitive parameters that can reduce the infection in the general public and thereby reduce the spread of pandemic as shown graphically. We present some graphical results for the model and the effect of the important sensitive parameters for possible infection minimization in the population. The Author(s). Published by Elsevier B.V. 2021-02 2021-01-02 /pmc/articles/PMC7854145/ /pubmed/33552881 http://dx.doi.org/10.1016/j.rinp.2020.103787 Text en © 2020 The Author(s) Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Chu, Yu-Ming Ali, Aatif Khan, Muhammad Altaf Islam, Saeed Ullah, Saif Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia |
title | Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia |
title_full | Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia |
title_fullStr | Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia |
title_full_unstemmed | Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia |
title_short | Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia |
title_sort | dynamics of fractional order covid-19 model with a case study of saudi arabia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7854145/ https://www.ncbi.nlm.nih.gov/pubmed/33552881 http://dx.doi.org/10.1016/j.rinp.2020.103787 |
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