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Projections and fractional dynamics of COVID-19 with optimal control strategies
When the entire world is eagerly waiting for a safe, effective and widely available COVID-19 vaccine, unprecedented spikes of new cases are evident in numerous countries. To gain a deeper understanding about the future dynamics of COVID-19, a compartmental mathematical model has been proposed in thi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7843198/ https://www.ncbi.nlm.nih.gov/pubmed/33531738 http://dx.doi.org/10.1016/j.chaos.2021.110689 |
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author | Nabi, Khondoker Nazmoon Kumar, Pushpendra Erturk, Vedat Suat |
author_facet | Nabi, Khondoker Nazmoon Kumar, Pushpendra Erturk, Vedat Suat |
author_sort | Nabi, Khondoker Nazmoon |
collection | PubMed |
description | When the entire world is eagerly waiting for a safe, effective and widely available COVID-19 vaccine, unprecedented spikes of new cases are evident in numerous countries. To gain a deeper understanding about the future dynamics of COVID-19, a compartmental mathematical model has been proposed in this paper incorporating all possible non-pharmaceutical intervention strategies. Model parameters have been calibrated using sophisticated trust-region-reflective algorithm and short-term projection results have been illustrated for Bangladesh and India. Control reproduction numbers [Formula: see text] have been calculated in order to get insights about the current epidemic scenario in the above-mentioned countries. Forecasting results depict that the aforesaid countries are having downward trends in daily COVID-19 cases. Nevertheless, as the pandemic is not over in any country, it is highly recommended to use efficacious face coverings and maintain strict physical distancing in public gatherings. All necessary graphical simulations have been performed with the help of Caputo–Fabrizio fractional derivatives. In addition, optimal control strategies for fractional system have been designed and the existence of unique solution has also been showed using Picard–Lindelof technique. Finally, unconditional stability of the fractional numerical technique has been proved. |
format | Online Article Text |
id | pubmed-7843198 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78431982021-01-29 Projections and fractional dynamics of COVID-19 with optimal control strategies Nabi, Khondoker Nazmoon Kumar, Pushpendra Erturk, Vedat Suat Chaos Solitons Fractals Article When the entire world is eagerly waiting for a safe, effective and widely available COVID-19 vaccine, unprecedented spikes of new cases are evident in numerous countries. To gain a deeper understanding about the future dynamics of COVID-19, a compartmental mathematical model has been proposed in this paper incorporating all possible non-pharmaceutical intervention strategies. Model parameters have been calibrated using sophisticated trust-region-reflective algorithm and short-term projection results have been illustrated for Bangladesh and India. Control reproduction numbers [Formula: see text] have been calculated in order to get insights about the current epidemic scenario in the above-mentioned countries. Forecasting results depict that the aforesaid countries are having downward trends in daily COVID-19 cases. Nevertheless, as the pandemic is not over in any country, it is highly recommended to use efficacious face coverings and maintain strict physical distancing in public gatherings. All necessary graphical simulations have been performed with the help of Caputo–Fabrizio fractional derivatives. In addition, optimal control strategies for fractional system have been designed and the existence of unique solution has also been showed using Picard–Lindelof technique. Finally, unconditional stability of the fractional numerical technique has been proved. Elsevier Ltd. 2021-04 2021-01-28 /pmc/articles/PMC7843198/ /pubmed/33531738 http://dx.doi.org/10.1016/j.chaos.2021.110689 Text en © 2021 Elsevier Ltd. All rights reserved. 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 Nabi, Khondoker Nazmoon Kumar, Pushpendra Erturk, Vedat Suat Projections and fractional dynamics of COVID-19 with optimal control strategies |
title | Projections and fractional dynamics of COVID-19 with optimal control strategies |
title_full | Projections and fractional dynamics of COVID-19 with optimal control strategies |
title_fullStr | Projections and fractional dynamics of COVID-19 with optimal control strategies |
title_full_unstemmed | Projections and fractional dynamics of COVID-19 with optimal control strategies |
title_short | Projections and fractional dynamics of COVID-19 with optimal control strategies |
title_sort | projections and fractional dynamics of covid-19 with optimal control strategies |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7843198/ https://www.ncbi.nlm.nih.gov/pubmed/33531738 http://dx.doi.org/10.1016/j.chaos.2021.110689 |
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