9853

Fisher-Kolmogoroff Equation

Consider a nonlinear partial differential equation that represents the combined effects of diffusion and logistic population growth:
.
Reaction-diffusion equations have been widely applied in the physical and life sciences starting with the pioneering work of Roland Fisher who modeled the spread of an advantageous gene in a population [1]. His model equation, also known as the Fisher–Kolmogorov equation, has the following dimensionless form:
.
The Fisher–Kolmogorov equation is viewed as a prototype for studying reaction-diffusion systems that exhibit bifurcation behavior and traveling wave solutions.
The full mathematical statement of the transient problem is given by the preceding equation with initial condition
and boundary conditions
,
.
Here is a dimensionless length for the diffusion zone.
This Demonstration solves this transient reaction-diffusion problem and plots for equal to 0.005, 0.05, and 60, shown in red, green, and blue, respectively. The steady-state solution is obtained for and is shown in blue. The specified initial condition for the calculations is .
A global stability analysis of the steady states shows that the critical value for occurs at . Thus for , the solution is the nontrivial one. For , diffusion stabilizes the steady-state solution . At the point we have a bifurcation to the nontrivial steady-state solution. This can be readily seen by selecting the versus plot. The red dot corresponds to the value of for the user-set value of .
Also shown is the phase plot for the steady solutions, namely, versus . The trajectories shown in the phase plot (blue, green, and magenta) are global solutions to the steady-state diffusion equation, but do not necessarily satisfy the boundary conditions. Nontrivial steady-state solutions that satisfy the imposed boundary conditions must lie within the light green region of the phase plot (defined by the orbit . For the user-specified parameters, the orbit shown in blue is a feasible nontrivial solution (i.e. for ).

SNAPSHOTS

  • [Snapshot]
  • [Snapshot]
  • [Snapshot]
  • [Snapshot]
  • [Snapshot]
  • [Snapshot]

DETAILS

References
[1] R. A. Fisher, "The Wave of Advance of Advantageous Genes," Ann. Eugenics, 7, 1937 pp. 353–369.
[2] P. Grindrod, The Theory and Application of Reaction-Diffusion Equations: Patterns and Waves, Oxford: Clarendon Press, 1996.
[3] J. D. Murray, Mathematical Biology I. An Introduction, 3rd ed., New York: Springer, 2002.
[4] J. D. Murray, Mathematical Biology II: Spatial Models and Biomedical Applications, 3rd ed., New York: Springer, 2003.
    • Share:

Embed Interactive Demonstration New!

Just copy and paste this snippet of JavaScript code into your website or blog to put the live Demonstration on your site. More details »

Files require Wolfram CDF Player or Mathematica.









 
RELATED RESOURCES
Mathematica »
The #1 tool for creating Demonstrations
and anything technical.
Wolfram|Alpha »
Explore anything with the first
computational knowledge engine.
MathWorld »
The web's most extensive
mathematics resource.
Course Assistant Apps »
An app for every course—
right in the palm of your hand.
Wolfram Blog »
Read our views on math,
science, and technology.
Computable Document Format »
The format that makes Demonstrations
(and any information) easy to share and
interact with.
STEM Initiative »
Programs & resources for
educators, schools & students.
Computerbasedmath.org »
Join the initiative for modernizing
math education.
Step-by-step Solutions »
Walk through homework problems one step at a time, with hints to help along the way.
Wolfram Problem Generator »
Unlimited random practice problems and answers with built-in Step-by-step solutions. Practice online or make a printable study sheet.
Wolfram Language »
Knowledge-based programming for everyone.
Powered by Wolfram Mathematica © 2014 Wolfram Demonstrations Project & Contributors  |  Terms of Use  |  Privacy Policy  |  RSS Give us your feedback
Note: To run this Demonstration you need Mathematica 7+ or the free Mathematica Player 7EX
Download or upgrade to Mathematica Player 7EX
I already have Mathematica Player or Mathematica 7+