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Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan
In this manuscript, a qualitative analysis of the mathematical model of novel coronavirus ([Formula: see text]-19) involving anew devised fractal-fractional operator in the Caputo sense having the fractional-order [Formula: see text] and the fractal dimension [Formula: see text] is considered. The c...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier B.V. on behalf of Faculty of Engineering, Alexandria University.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7534896/ http://dx.doi.org/10.1016/j.aej.2020.09.020 |
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author | Ali, Zeeshan Rabiei, Faranak Shah, Kamal Khodadadi, Touraj |
author_facet | Ali, Zeeshan Rabiei, Faranak Shah, Kamal Khodadadi, Touraj |
author_sort | Ali, Zeeshan |
collection | PubMed |
description | In this manuscript, a qualitative analysis of the mathematical model of novel coronavirus ([Formula: see text]-19) involving anew devised fractal-fractional operator in the Caputo sense having the fractional-order [Formula: see text] and the fractal dimension [Formula: see text] is considered. The concerned model is composed of eight compartments: susceptible, exposed, infected, super-spreaders, asymptomatic, hospitalized, recovery and fatality. When, choosing the fractal order one we obtain fractional order, and when choosing the fractional order one a fractal system is obtained. Considering both the operators together we present a model with fractal-fractional. Under the new derivative the existence and uniqueness of the solution for considered model are proved using Schaefer’s and Banach type fixed point approaches. Additionally, with the help of nonlinear functional analysis, the condition for Ulam’s type of stability of the solution to the considered model is established. For numerical simulation of proposed model, a fractional type of two-step Lagrange polynomial known as fractional Adams-Bashforth [Formula: see text] method is applied to simulate the results. At last, the results are tested with real data from [Formula: see text]-19 outbreak in Wuhan City, Hubei Province of China from 4 January to 9 March 2020, taken from a source (Ndaïrou, 2020). The Numerical results are presented in terms of graphs for different fractional-order [Formula: see text] and fractal dimensions [Formula: see text] to describe the transmission dynamics of disease infection. |
format | Online Article Text |
id | pubmed-7534896 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | The Authors. Published by Elsevier B.V. on behalf of Faculty of Engineering, Alexandria University. |
record_format | MEDLINE/PubMed |
spelling | pubmed-75348962020-10-06 Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan Ali, Zeeshan Rabiei, Faranak Shah, Kamal Khodadadi, Touraj Alexandria Engineering Journal Article In this manuscript, a qualitative analysis of the mathematical model of novel coronavirus ([Formula: see text]-19) involving anew devised fractal-fractional operator in the Caputo sense having the fractional-order [Formula: see text] and the fractal dimension [Formula: see text] is considered. The concerned model is composed of eight compartments: susceptible, exposed, infected, super-spreaders, asymptomatic, hospitalized, recovery and fatality. When, choosing the fractal order one we obtain fractional order, and when choosing the fractional order one a fractal system is obtained. Considering both the operators together we present a model with fractal-fractional. Under the new derivative the existence and uniqueness of the solution for considered model are proved using Schaefer’s and Banach type fixed point approaches. Additionally, with the help of nonlinear functional analysis, the condition for Ulam’s type of stability of the solution to the considered model is established. For numerical simulation of proposed model, a fractional type of two-step Lagrange polynomial known as fractional Adams-Bashforth [Formula: see text] method is applied to simulate the results. At last, the results are tested with real data from [Formula: see text]-19 outbreak in Wuhan City, Hubei Province of China from 4 January to 9 March 2020, taken from a source (Ndaïrou, 2020). The Numerical results are presented in terms of graphs for different fractional-order [Formula: see text] and fractal dimensions [Formula: see text] to describe the transmission dynamics of disease infection. The Authors. Published by Elsevier B.V. on behalf of Faculty of Engineering, Alexandria University. 2021-02 2020-10-05 /pmc/articles/PMC7534896/ http://dx.doi.org/10.1016/j.aej.2020.09.020 Text en © 2020 The Authors. Published by Elsevier B.V. on behalf of Faculty of Engineering, Alexandria University. 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 Ali, Zeeshan Rabiei, Faranak Shah, Kamal Khodadadi, Touraj Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan |
title | Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan |
title_full | Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan |
title_fullStr | Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan |
title_full_unstemmed | Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan |
title_short | Qualitative analysis of fractal-fractional order COVID-19 mathematical model with case study of Wuhan |
title_sort | qualitative analysis of fractal-fractional order covid-19 mathematical model with case study of wuhan |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7534896/ http://dx.doi.org/10.1016/j.aej.2020.09.020 |
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