Cargando…

Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy

The fractional order SEIQRD compartmental model of COVID-19 is explored in this manuscript with six different categories in the Caputo approach. A few findings for the new model’s existence and uniqueness criterion, as well as non-negativity and boundedness of the solution, have been established. Wh...

Descripción completa

Detalles Bibliográficos
Autores principales: Paul, Subrata, Mahata, Animesh, Mukherjee, Supriya, Mali, Prakash Chandra, Roy, Banamali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9987810/
https://www.ncbi.nlm.nih.gov/pubmed/36877702
http://dx.doi.org/10.1371/journal.pone.0278880
_version_ 1784901456269148160
author Paul, Subrata
Mahata, Animesh
Mukherjee, Supriya
Mali, Prakash Chandra
Roy, Banamali
author_facet Paul, Subrata
Mahata, Animesh
Mukherjee, Supriya
Mali, Prakash Chandra
Roy, Banamali
author_sort Paul, Subrata
collection PubMed
description The fractional order SEIQRD compartmental model of COVID-19 is explored in this manuscript with six different categories in the Caputo approach. A few findings for the new model’s existence and uniqueness criterion, as well as non-negativity and boundedness of the solution, have been established. When R(Covid19)<1 at infection-free equilibrium, we prove that the system is locally asymptotically stable. We also observed that R(Covid 19)<1, the system is globally asymptotically stable in the absence of disease. The main objective of this study is to investigate the COVID-19 transmission dynamics in Italy, in which the first case of Coronavirus infection 2019 (COVID-19) was identified on January 31(st) in 2020. We used the fractional order SEIQRD compartmental model in a fractional order framework to account for the uncertainty caused by the lack of information regarding the Coronavirus (COVID-19). The Routh-Hurwitz consistency criteria and La-Salle invariant principle are used to analyze the dynamics of the equilibrium. In addition, the fractional-order Taylor’s approach is utilized to approximate the solution to the proposed model. The model’s validity is demonstrated by comparing real-world data with simulation outcomes. This study considered the consequences of wearing face masks, and it was discovered that consistent use of face masks can help reduce the propagation of the COVID-19 disease.
format Online
Article
Text
id pubmed-9987810
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-99878102023-03-07 Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy Paul, Subrata Mahata, Animesh Mukherjee, Supriya Mali, Prakash Chandra Roy, Banamali PLoS One Research Article The fractional order SEIQRD compartmental model of COVID-19 is explored in this manuscript with six different categories in the Caputo approach. A few findings for the new model’s existence and uniqueness criterion, as well as non-negativity and boundedness of the solution, have been established. When R(Covid19)<1 at infection-free equilibrium, we prove that the system is locally asymptotically stable. We also observed that R(Covid 19)<1, the system is globally asymptotically stable in the absence of disease. The main objective of this study is to investigate the COVID-19 transmission dynamics in Italy, in which the first case of Coronavirus infection 2019 (COVID-19) was identified on January 31(st) in 2020. We used the fractional order SEIQRD compartmental model in a fractional order framework to account for the uncertainty caused by the lack of information regarding the Coronavirus (COVID-19). The Routh-Hurwitz consistency criteria and La-Salle invariant principle are used to analyze the dynamics of the equilibrium. In addition, the fractional-order Taylor’s approach is utilized to approximate the solution to the proposed model. The model’s validity is demonstrated by comparing real-world data with simulation outcomes. This study considered the consequences of wearing face masks, and it was discovered that consistent use of face masks can help reduce the propagation of the COVID-19 disease. Public Library of Science 2023-03-06 /pmc/articles/PMC9987810/ /pubmed/36877702 http://dx.doi.org/10.1371/journal.pone.0278880 Text en © 2023 Paul et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Paul, Subrata
Mahata, Animesh
Mukherjee, Supriya
Mali, Prakash Chandra
Roy, Banamali
Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy
title Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy
title_full Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy
title_fullStr Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy
title_full_unstemmed Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy
title_short Fractional order SEIQRD epidemic model of Covid-19: A case study of Italy
title_sort fractional order seiqrd epidemic model of covid-19: a case study of italy
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9987810/
https://www.ncbi.nlm.nih.gov/pubmed/36877702
http://dx.doi.org/10.1371/journal.pone.0278880
work_keys_str_mv AT paulsubrata fractionalorderseiqrdepidemicmodelofcovid19acasestudyofitaly
AT mahataanimesh fractionalorderseiqrdepidemicmodelofcovid19acasestudyofitaly
AT mukherjeesupriya fractionalorderseiqrdepidemicmodelofcovid19acasestudyofitaly
AT maliprakashchandra fractionalorderseiqrdepidemicmodelofcovid19acasestudyofitaly
AT roybanamali fractionalorderseiqrdepidemicmodelofcovid19acasestudyofitaly