Cargando…

Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations

A standard reaction–diffusion equation consists of two additive terms, a diffusion term and a reaction rate term. The latter term is obtained directly from a reaction rate equation which is itself derived from known reaction kinetics, together with modelling assumptions such as the law of mass actio...

Descripción completa

Detalles Bibliográficos
Autores principales: Angstmann, Christopher N., Henry, Bruce I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597094/
https://www.ncbi.nlm.nih.gov/pubmed/33286804
http://dx.doi.org/10.3390/e22091035
_version_ 1783602259662209024
author Angstmann, Christopher N.
Henry, Bruce I.
author_facet Angstmann, Christopher N.
Henry, Bruce I.
author_sort Angstmann, Christopher N.
collection PubMed
description A standard reaction–diffusion equation consists of two additive terms, a diffusion term and a reaction rate term. The latter term is obtained directly from a reaction rate equation which is itself derived from known reaction kinetics, together with modelling assumptions such as the law of mass action for well-mixed systems. In formulating a reaction–subdiffusion equation, it is not sufficient to know the reaction rate equation. It is also necessary to know details of the reaction kinetics, even in well-mixed systems where reactions are not diffusion limited. This is because, at a fundamental level, birth and death processes need to be dealt with differently in subdiffusive environments. While there has been some discussion of this in the published literature, few examples have been provided, and there are still very many papers being published with Caputo fractional time derivatives simply replacing first order time derivatives in reaction–diffusion equations. In this paper, we formulate clear examples of reaction–subdiffusion systems, based on; equal birth and death rate dynamics, Fisher–Kolmogorov, Petrovsky and Piskunov (Fisher–KPP) equation dynamics, and Fitzhugh–Nagumo equation dynamics. These examples illustrate how to incorporate considerations of reaction kinetics into fractional reaction–diffusion equations. We also show how the dynamics of a system with birth rates and death rates cancelling, in an otherwise subdiffusive environment, are governed by a mass-conserving tempered time fractional diffusion equation that is subdiffusive for short times but standard diffusion for long times.
format Online
Article
Text
id pubmed-7597094
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-75970942020-11-09 Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations Angstmann, Christopher N. Henry, Bruce I. Entropy (Basel) Article A standard reaction–diffusion equation consists of two additive terms, a diffusion term and a reaction rate term. The latter term is obtained directly from a reaction rate equation which is itself derived from known reaction kinetics, together with modelling assumptions such as the law of mass action for well-mixed systems. In formulating a reaction–subdiffusion equation, it is not sufficient to know the reaction rate equation. It is also necessary to know details of the reaction kinetics, even in well-mixed systems where reactions are not diffusion limited. This is because, at a fundamental level, birth and death processes need to be dealt with differently in subdiffusive environments. While there has been some discussion of this in the published literature, few examples have been provided, and there are still very many papers being published with Caputo fractional time derivatives simply replacing first order time derivatives in reaction–diffusion equations. In this paper, we formulate clear examples of reaction–subdiffusion systems, based on; equal birth and death rate dynamics, Fisher–Kolmogorov, Petrovsky and Piskunov (Fisher–KPP) equation dynamics, and Fitzhugh–Nagumo equation dynamics. These examples illustrate how to incorporate considerations of reaction kinetics into fractional reaction–diffusion equations. We also show how the dynamics of a system with birth rates and death rates cancelling, in an otherwise subdiffusive environment, are governed by a mass-conserving tempered time fractional diffusion equation that is subdiffusive for short times but standard diffusion for long times. MDPI 2020-09-16 /pmc/articles/PMC7597094/ /pubmed/33286804 http://dx.doi.org/10.3390/e22091035 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Angstmann, Christopher N.
Henry, Bruce I.
Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations
title Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations
title_full Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations
title_fullStr Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations
title_full_unstemmed Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations
title_short Time Fractional Fisher–KPP and Fitzhugh–Nagumo Equations
title_sort time fractional fisher–kpp and fitzhugh–nagumo equations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597094/
https://www.ncbi.nlm.nih.gov/pubmed/33286804
http://dx.doi.org/10.3390/e22091035
work_keys_str_mv AT angstmannchristophern timefractionalfisherkppandfitzhughnagumoequations
AT henrybrucei timefractionalfisherkppandfitzhughnagumoequations