A mathematical model of coronavirus transmission by using the heuristic computing neural networks.
COVID-19
Nonlinear
Numerical results
Quarantine
Runge-Kutta scheme
SCGNNs
Scaled conjugate gradient
Journal
Engineering analysis with boundary elements
ISSN: 0955-7997
Titre abrégé: Eng Anal Bound Elem
Pays: England
ID NLM: 101462251
Informations de publication
Date de publication:
Jan 2023
Jan 2023
Historique:
received:
28
02
2022
revised:
23
10
2022
accepted:
27
10
2022
pubmed:
8
11
2022
medline:
8
11
2022
entrez:
7
11
2022
Statut:
ppublish
Résumé
In this study, the nonlinear mathematical model of COVID-19 is investigated by stochastic solver using the scaled conjugate gradient neural networks (SCGNNs). The nonlinear mathematical model of COVID-19 is represented by coupled system of ordinary differential equations and is studied for three different cases of initial conditions with suitable parametric values. This model is studied subject to seven class of human population
Identifiants
pubmed: 36339085
doi: 10.1016/j.enganabound.2022.10.033
pii: S0955-7997(22)00397-6
pmc: PMC9618448
doi:
Types de publication
Journal Article
Langues
eng
Pagination
473-482Informations de copyright
© 2022 Published by Elsevier Ltd.
Déclaration de conflit d'intérêts
All authors describe that there are no potential conflicts of interest.
Références
Turk J Med Sci. 2020 Apr 14;50(SI-1):520-526
pubmed: 32283904
Chaos Solitons Fractals. 2021 Feb;143:110585
pubmed: 33390671
Cureus. 2020 Jun 5;12(6):e8460
pubmed: 32528783
Nat Rev Microbiol. 2008 Jun;6(6):477-87
pubmed: 18533288
J Chin Med Assoc. 2020 Mar;83(3):217-220
pubmed: 32134861
Saudi Pharm J. 2020 Nov;28(11):1326-1332
pubmed: 32904846
Biomed Res Int. 2020 May 25;2020:5098598
pubmed: 32596319
Eur Phys J Plus. 2020;135(11):932
pubmed: 33251082
Chaos Solitons Fractals. 2020 Oct;139:110256
pubmed: 32905156
Eur Phys J Plus. 2022;137(2):245
pubmed: 35223352
Am J Psychiatry. 2020 Jul 1;177(7):574-575
pubmed: 32375540
Results Phys. 2021 Feb;21:103776
pubmed: 33432294
Can J Neurol Sci. 2021 Jan;48(1):9-24
pubmed: 32753076
J Ambient Intell Humaniz Comput. 2022 Jan 18;:1-10
pubmed: 35069921
Daru. 2020 Dec;28(2):799-805
pubmed: 32617864
Philos Trans A Math Phys Eng Sci. 2010 Dec 28;368(1933):5679-93
pubmed: 21078642
Mater Today Proc. 2022;49:3265-3269
pubmed: 33495730
Int J Environ Res Public Health. 2021 Nov 20;18(22):
pubmed: 34831947