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Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India
Fractional-order derivative-based modeling is very significant to describe real-world problems with forecasting and analyze the realistic situation of the proposed model. The aim of this work is to predict future trends in the behavior of the COVID-19 epidemic of confirmed cases and deaths in India...
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/PMC7834771/ https://www.ncbi.nlm.nih.gov/pubmed/33520622 http://dx.doi.org/10.1016/j.rinp.2020.103702 |
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author | Abdulwasaa, Mansour A. Abdo, Mohammed S. Shah, Kamal Nofal, Taher A. Panchal, Satish K. Kawale, Sunil V. Abdel-Aty, Abdel-Haleem |
author_facet | Abdulwasaa, Mansour A. Abdo, Mohammed S. Shah, Kamal Nofal, Taher A. Panchal, Satish K. Kawale, Sunil V. Abdel-Aty, Abdel-Haleem |
author_sort | Abdulwasaa, Mansour A. |
collection | PubMed |
description | Fractional-order derivative-based modeling is very significant to describe real-world problems with forecasting and analyze the realistic situation of the proposed model. The aim of this work is to predict future trends in the behavior of the COVID-19 epidemic of confirmed cases and deaths in India for October 2020, using the expert modeler model and statistical analysis programs (SPSS version 23 & Eviews version 9). We also generalize a mathematical model based on a fractal fractional operator to investigate the existing outbreak of this disease. Our model describes the diverse transmission passages in the infection dynamics and affirms the role of the environmental reservoir in the transmission and outbreak of this disease. We give an itemized analysis of the proposed model including, the equilibrium points analysis, reproductive number [Formula: see text] , and the positiveness of the model solutions. Besides, the existence, uniqueness, and Ulam-Hyers stability results are investigated of the suggested model via some fixed point technique. The fractional Adams Bashforth method is applied to solve the fractal fractional model. Finally, a brief discussion of the graphical results using the numerical simulation (Matlab version 16) is shown. |
format | Online Article Text |
id | pubmed-7834771 |
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-78347712021-01-26 Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India Abdulwasaa, Mansour A. Abdo, Mohammed S. Shah, Kamal Nofal, Taher A. Panchal, Satish K. Kawale, Sunil V. Abdel-Aty, Abdel-Haleem Results Phys Article Fractional-order derivative-based modeling is very significant to describe real-world problems with forecasting and analyze the realistic situation of the proposed model. The aim of this work is to predict future trends in the behavior of the COVID-19 epidemic of confirmed cases and deaths in India for October 2020, using the expert modeler model and statistical analysis programs (SPSS version 23 & Eviews version 9). We also generalize a mathematical model based on a fractal fractional operator to investigate the existing outbreak of this disease. Our model describes the diverse transmission passages in the infection dynamics and affirms the role of the environmental reservoir in the transmission and outbreak of this disease. We give an itemized analysis of the proposed model including, the equilibrium points analysis, reproductive number [Formula: see text] , and the positiveness of the model solutions. Besides, the existence, uniqueness, and Ulam-Hyers stability results are investigated of the suggested model via some fixed point technique. The fractional Adams Bashforth method is applied to solve the fractal fractional model. Finally, a brief discussion of the graphical results using the numerical simulation (Matlab version 16) is shown. The Author(s). Published by Elsevier B.V. 2021-01 2020-12-15 /pmc/articles/PMC7834771/ /pubmed/33520622 http://dx.doi.org/10.1016/j.rinp.2020.103702 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 Abdulwasaa, Mansour A. Abdo, Mohammed S. Shah, Kamal Nofal, Taher A. Panchal, Satish K. Kawale, Sunil V. Abdel-Aty, Abdel-Haleem Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India |
title | Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India |
title_full | Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India |
title_fullStr | Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India |
title_full_unstemmed | Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India |
title_short | Fractal-fractional mathematical modeling and forecasting of new cases and deaths of COVID-19 epidemic outbreaks in India |
title_sort | fractal-fractional mathematical modeling and forecasting of new cases and deaths of covid-19 epidemic outbreaks in india |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7834771/ https://www.ncbi.nlm.nih.gov/pubmed/33520622 http://dx.doi.org/10.1016/j.rinp.2020.103702 |
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