Delayed PDE Modeling and Simulations (Part 2)

 Numerical Simulations of a Nonlocal Delayed Reaction-Diffusion Model

To illustrate the formation and stability of wave solutions we turn our attention to a class of nonlocal delayed RD equation proposed by So et al (2001, Proc. R. Soc. Lond. A, 457, 1841–1853). In particular, the authors adopted Smith-Thieme’s approach to obtain the following model of single species population.

\( \frac{\partial w}{\partial t} = D_m\,\frac{\partial^2 w}{\partial x^2} - d_m w + \varepsilon \int_{-\infty}^{\infty} b\!\big(w(y,t-\tau)\big)\, f_{\alpha}(x-y)\,dy, \)

The kernel function is given by \(f_{\alpha}(x) = \frac{1}{\sqrt{4\pi\alpha}}\, e^{-x^{2}/(4\alpha)} \quad \text{with} \quad \alpha = \tau D_I > 0,\ \tau > 0.\)

We study

1. Convergence of PDE solution to wavefronts
2. Impacts of the diffusion rates on wave solutions

 

1. Convergence of PDE solution to  wavefronts

 

Convergence to Stationary Wavefront

It is numerically shown that the solution of the initial value problem corresponding to the model may converge to the stationary wave front of the model.  


blue= PDE Solution
red = Stationary Wavefront
b4 front


 

Convergence to Stationary Wave Pulse

It can be numerically shown that the solution of the initial value problem corresponding to the model may remain in a neighborhood of the stationary pulse and fronts of the reduced model for long periods of time.


blue= PDE Solution
red = Stationary Wave Pulse
w4

 

Formation and disappearance of a wave pulse in the 2-dimensional domain for the reduced model

model2
pulse


Formation of the traveling waves of the model with constant delay (τ = 12) 

fig 4c



Formation of traveling waves with Gibbs phenomenon due to increasing delay

b4dde

PDE solution for τ = 11

v



Formation of a wavefront in a 2-dimensional domain for the reduced model

model



vv