Solving Diffusion Equations: F'(t) / [1 - F(t)] = p + q F(t)

  • Thread starter Enuma_Elish
  • Start date
  • Tags
    Diffusion
In summary, the conversation discusses the solution to a differential equation and how to write it as a system of equations. The solution is given as {F1(t), F2(t)} = { [1 - exp(-b*t)]/[1 + a exp(-b*t)] , [1 - exp(-b*(t-T))]/[1 + a2 exp(-b*(t-T))] } with a and b defined as a = q / p and b = p + q. The conversation also discusses the application of boundary conditions to obtain different solutions and the unnecessary need for a system of equations in this case.
  • #1
Enuma_Elish
78
0
The diff. eq. F'(t) / [1 - F(t)] = p + q F(t) or F'(t) = [p + q F(t)][1 - F(t)] has the solution F(t) = [1 - exp(-bt)]/[1 + a exp(-bt)] where a = q / p and b = p + q.

How can I write the system of equations with the solution {F1(t), F2(t)} = { [1 - exp(-b*t)]/[1 + a exp(-b*t)] , [1 - exp(-b*(t-T))]/[1 + a2 exp(-b*(t-T))] } in a similar way, with F1' and F2' on the left-hand side, and p and q (or equivalently a and b) on the right-hand side?

I tried defining L1(t) = F1(t)[1 - F2(t - T)], L2(t) = F2(t - T)[1 + F1(t)] and differentiating, but that did not seem to get me to L1' / (1 - L1) = p + q*L1, L2' / (1 - L2) = p + q*L2.

Thanks for any thoughts and ideas.
 
Last edited:
Physics news on Phys.org
  • #2
Hello Enuma_Elish,

I looked into your equation and came up with the following conclusions. The solution to the DE is given by you without any boundary condition. Now solving the DE gives as solution the following with K as integration constant:

[tex]F(t)=\frac{K-e^{-(p+q)t}}{K+\frac{p}{q}e^{-(p+q)t}}[/tex]

Assuming now the following boundary condition, [itex]F(0)=0[/itex] holds, it is easily written as your solution. Indeed, we have:

[tex]F(0)=0=\frac{K-1}{K+\frac{p}{q}}[/tex]

From which, [itex]K=1[/itex] and [itex]\frac{p}{q} \neq -1[/itex]. This gives thus:

[tex]F(t)=\frac{1-e^{-(p+q)t}}{1+\frac{p}{q}e^{-(p+q)t}}[/tex]

However notice the assumption on the ratio of p and q, if this is not fullfilled you will have to integrate the DE again and you will obtain a different solution. Try it.
The second part is to write it as a system of equations, but I don't think it is necessary, you can obtain the other solution by setting the boundary condition to [itex]F(T)=0[/itex]. This gives then [itex]K=e^{-(p+q)T}[/itex], from which:

[tex]F(t)=\frac{1-e^{-(p+q)(t-T)}}{1+\frac{p}{q}e^{-(p+q)(t-T)}}[/tex]

I don't see any reason for setting a system of DEs up for two different particular solutions of the same DE. Hope this helps.

coomast
 

1. What is a diffusion equation?

A diffusion equation is a mathematical formula used to describe the movement of a substance from an area of higher concentration to an area of lower concentration. It is commonly used in physics, chemistry, and biology to model the spread of particles, heat, or other quantities.

2. How is the equation F'(t) / [1 - F(t)] = p + q F(t) used in solving diffusion equations?

This equation is known as the Fisher-Kolmogorov equation and is commonly used to solve diffusion equations in population dynamics. It describes the change in the population size over time, where F(t) represents the proportion of the population at time t, and p and q are parameters that represent the birth and death rates, respectively.

3. What is the significance of the parameter p in the equation?

The parameter p represents the birth rate in the population. It determines the rate at which new individuals are added to the population, thus affecting the growth and spread of the population over time.

4. How does the parameter q affect the solution of the diffusion equation?

The parameter q represents the death rate in the population. It affects the rate at which individuals leave the population, either through death or emigration. This parameter can have a significant impact on the stability and behavior of the population over time.

5. Are there any limitations to using the Fisher-Kolmogorov equation to solve diffusion equations?

Yes, the Fisher-Kolmogorov equation assumes a homogeneous population, meaning that all individuals have the same birth and death rates. In reality, most populations are heterogeneous, with individuals having different characteristics and behaviors. This can lead to inaccuracies in the solution of the diffusion equation.

Similar threads

  • Differential Equations
Replies
2
Views
2K
  • Differential Equations
Replies
1
Views
655
  • Differential Equations
Replies
1
Views
756
  • Differential Equations
Replies
5
Views
640
  • Differential Equations
Replies
1
Views
737
Replies
8
Views
2K
  • Calculus and Beyond Homework Help
Replies
24
Views
777
  • High Energy, Nuclear, Particle Physics
Replies
1
Views
801
  • Differential Equations
Replies
5
Views
2K
  • Calculus and Beyond Homework Help
Replies
7
Views
548
Back
Top