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A new fuzzy fractional order model of transmission of Covid-19 with quarantine class
This paper is devoted to a study of the fuzzy fractional mathematical model reviewing the transmission dynamics of the infectious disease Covid-19. The proposed dynamical model consists of susceptible, exposed, symptomatic, asymptomatic, quarantine, hospitalized, and recovered compartments. In this...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8612626/ https://www.ncbi.nlm.nih.gov/pubmed/34849324 http://dx.doi.org/10.1140/epjp/s13360-021-02178-1 |
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author | Hanif, Asma Butt, A. I. K. Ahmad, Shabir Din, Rahim Ud Inc, Mustafa |
author_facet | Hanif, Asma Butt, A. I. K. Ahmad, Shabir Din, Rahim Ud Inc, Mustafa |
author_sort | Hanif, Asma |
collection | PubMed |
description | This paper is devoted to a study of the fuzzy fractional mathematical model reviewing the transmission dynamics of the infectious disease Covid-19. The proposed dynamical model consists of susceptible, exposed, symptomatic, asymptomatic, quarantine, hospitalized, and recovered compartments. In this study, we deal with the fuzzy fractional model defined in Caputo’s sense. We show the positivity of state variables that all the state variables that represent different compartments of the model are positive. Using Gronwall inequality, we show that the solution of the model is bounded. Using the notion of the next-generation matrix, we find the basic reproduction number of the model. We demonstrate the local and global stability of the equilibrium point by using the concept of Castillo-Chavez and Lyapunov theory with the Lasalle invariant principle, respectively. We present the results that reveal the existence and uniqueness of the solution of the considered model through the fixed point theorem of Schauder and Banach. Using the fuzzy hybrid Laplace method, we acquire the approximate solution of the proposed model. The results are graphically presented via MATLAB-17. |
format | Online Article Text |
id | pubmed-8612626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-86126262021-11-26 A new fuzzy fractional order model of transmission of Covid-19 with quarantine class Hanif, Asma Butt, A. I. K. Ahmad, Shabir Din, Rahim Ud Inc, Mustafa Eur Phys J Plus Regular Article This paper is devoted to a study of the fuzzy fractional mathematical model reviewing the transmission dynamics of the infectious disease Covid-19. The proposed dynamical model consists of susceptible, exposed, symptomatic, asymptomatic, quarantine, hospitalized, and recovered compartments. In this study, we deal with the fuzzy fractional model defined in Caputo’s sense. We show the positivity of state variables that all the state variables that represent different compartments of the model are positive. Using Gronwall inequality, we show that the solution of the model is bounded. Using the notion of the next-generation matrix, we find the basic reproduction number of the model. We demonstrate the local and global stability of the equilibrium point by using the concept of Castillo-Chavez and Lyapunov theory with the Lasalle invariant principle, respectively. We present the results that reveal the existence and uniqueness of the solution of the considered model through the fixed point theorem of Schauder and Banach. Using the fuzzy hybrid Laplace method, we acquire the approximate solution of the proposed model. The results are graphically presented via MATLAB-17. Springer Berlin Heidelberg 2021-11-24 2021 /pmc/articles/PMC8612626/ /pubmed/34849324 http://dx.doi.org/10.1140/epjp/s13360-021-02178-1 Text en © The Author(s), under exclusive licence to Società Italiana di Fisica and Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Regular Article Hanif, Asma Butt, A. I. K. Ahmad, Shabir Din, Rahim Ud Inc, Mustafa A new fuzzy fractional order model of transmission of Covid-19 with quarantine class |
title | A new fuzzy fractional order model of transmission of Covid-19 with quarantine class |
title_full | A new fuzzy fractional order model of transmission of Covid-19 with quarantine class |
title_fullStr | A new fuzzy fractional order model of transmission of Covid-19 with quarantine class |
title_full_unstemmed | A new fuzzy fractional order model of transmission of Covid-19 with quarantine class |
title_short | A new fuzzy fractional order model of transmission of Covid-19 with quarantine class |
title_sort | new fuzzy fractional order model of transmission of covid-19 with quarantine class |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8612626/ https://www.ncbi.nlm.nih.gov/pubmed/34849324 http://dx.doi.org/10.1140/epjp/s13360-021-02178-1 |
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