Cargando…
Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance
Nowadays, exploring complex dynamic of epidemic models becomes a focal point for research after the outbreak of COVID-19 pandemic which has no vaccine or fully approved drug treatment up till now. Hence, complex dynamics in a susceptible-infected (SI) model for COVID-19 with multi-drug resistance (M...
Autor principal: | |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7456281/ https://www.ncbi.nlm.nih.gov/pubmed/32904626 http://dx.doi.org/10.1016/j.chaos.2020.110257 |
_version_ | 1783575769006473216 |
---|---|
author | Matouk, A.E. |
author_facet | Matouk, A.E. |
author_sort | Matouk, A.E. |
collection | PubMed |
description | Nowadays, exploring complex dynamic of epidemic models becomes a focal point for research after the outbreak of COVID-19 pandemic which has no vaccine or fully approved drug treatment up till now. Hence, complex dynamics in a susceptible-infected (SI) model for COVID-19 with multi-drug resistance (MDR) and its fractional-order counterpart are investigated. Existence of positive solution in fractional-order model is discussed. Local stability based on the fractional Routh-Hurwitz (FRH) conditions is considered. Also, new FRH conditions are introduced and proved for the fractional case (0,2]. All these FRH conditions are also applied to discuss local stability of the multi-drug resistance steady states. Chaotic attractors are also found in this model for both integer-order and fractional-order cases. Numerical tools such as Lyapunov exponents, Lyapunov spectrum and bifurcation diagrams are employed to confirm existence of these complex dynamics. This study helps to understand complex behaviors and predict spread of severe infectious diseases such as COVID-19. |
format | Online Article Text |
id | pubmed-7456281 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74562812020-08-31 Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance Matouk, A.E. Chaos Solitons Fractals Article Nowadays, exploring complex dynamic of epidemic models becomes a focal point for research after the outbreak of COVID-19 pandemic which has no vaccine or fully approved drug treatment up till now. Hence, complex dynamics in a susceptible-infected (SI) model for COVID-19 with multi-drug resistance (MDR) and its fractional-order counterpart are investigated. Existence of positive solution in fractional-order model is discussed. Local stability based on the fractional Routh-Hurwitz (FRH) conditions is considered. Also, new FRH conditions are introduced and proved for the fractional case (0,2]. All these FRH conditions are also applied to discuss local stability of the multi-drug resistance steady states. Chaotic attractors are also found in this model for both integer-order and fractional-order cases. Numerical tools such as Lyapunov exponents, Lyapunov spectrum and bifurcation diagrams are employed to confirm existence of these complex dynamics. This study helps to understand complex behaviors and predict spread of severe infectious diseases such as COVID-19. Elsevier Ltd. 2020-11 2020-08-29 /pmc/articles/PMC7456281/ /pubmed/32904626 http://dx.doi.org/10.1016/j.chaos.2020.110257 Text en © 2020 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 Matouk, A.E. Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance |
title | Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance |
title_full | Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance |
title_fullStr | Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance |
title_full_unstemmed | Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance |
title_short | Complex dynamics in susceptible-infected models for COVID-19 with multi-drug resistance |
title_sort | complex dynamics in susceptible-infected models for covid-19 with multi-drug resistance |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7456281/ https://www.ncbi.nlm.nih.gov/pubmed/32904626 http://dx.doi.org/10.1016/j.chaos.2020.110257 |
work_keys_str_mv | AT matoukae complexdynamicsinsusceptibleinfectedmodelsforcovid19withmultidrugresistance |