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...
Autores principales: | , |
---|---|
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 |