English

Non-vanishing sharp-fronted travelling wave solutions of the Fisher-Kolmogorov model

Pattern Formation and Solitons 2022-01-25 v4 Populations and Evolution

Abstract

The Fisher-KPP model, and generalisations thereof, is a simple reaction-diffusion models of biological invasion that assumes individuals in the population undergo linear diffusion with diffusivity DD, and logistic proliferation with rate λ\lambda. Biologically-relevant initial conditions lead to long-time travelling wave solutions that move with speed c=2λDc=2\sqrt{\lambda D}. Despite these attractive features, there are several biological limitations of travelling wave solutions of the Fisher-KPP model. First, these travelling wave solutions do not predict a well-defined invasion front. Second, biologically-relevant initial conditions lead to travelling waves that move with speed c=2λD>0c=2\sqrt{\lambda D} > 0. This means that, for biologically-relevant initial data, the Fisher-KPP model can not be used to study invasion with c2λDc \ne 2\sqrt{\lambda D}, or retreating travelling waves with c<0c < 0. Here, we reformulate the Fisher-KPP model as a moving boundary problem on x<s(t)x < s(t), and we show that this reformulated model alleviates the key limitations of the Fisher-KPP model. Travelling wave solutions of the moving boundary problem predict a well-defined front, and can propagate with any wave speed, <c<-\infty < c < \infty. Here, we establish these results using a combination of high-accuracy numerical simulations of the time-dependent partial differential equation, phase plane analysis and perturbation methods. All software required to replicate this work is available on GitHub.

Keywords

Cite

@article{arxiv.2107.05210,
  title  = {Non-vanishing sharp-fronted travelling wave solutions of the Fisher-Kolmogorov model},
  author = {Maud El-Hachem and Scott W McCue and Matthew J Simpson},
  journal= {arXiv preprint arXiv:2107.05210},
  year   = {2022}
}

Comments

41 pages, 16 figures