Analyzing solutions of y'= r-ky using W lambert function?

  • Thread starter Thread starter kochibacha
  • Start date Start date
  • Tags Tags
    Function
kochibacha
Messages
14
Reaction score
0
consider this IVP
y'=r-ky , y(0)=y0
y= (y0)e^(-kt) + (r/k)(1-e^(-kt))
if y,y0,r,t are provided, we should be able to solve for k and that's the problem but what I'm really interested is analyzing this problem

if we let y=0.99 (r/k) find t in terms of all other variables

Of courses, if y0 = 0 we can see that t= -(ln 0.01)/k

i wonder if y0 is not zero is it possible to analyze variable t using any knowledge or technology from mathematics?

this problems is derived from real application of pharmacokinetics IV infusion where

y= amount of drug at time t
y0 = initial amount of drug at t = 0
r = infusion rate
k = elimination rate constant
(r/k) = amount of drug at steady-state (as t --> infinity the amount of drug will approach this value and 99% of (r/k) is a good approximation of amount of drug at steady-state)

so what I really ask is how the initial amount of drug reflects the time to reach steady-state ( for example. how much we increase y0 in order to halve the time to reach steady-state )
 
Physics news on Phys.org
I'm sorry you are not generating any responses at the moment. Is there any additional information you can share with us? Any new findings?
 
Let's see what I can whip up...
y' + ky = r is a first-order, linear, non-homogenous ODE with k \neq 0 and r \neq 0, both of which I assume to be constant.
The general solution is (by partitioning into homogenous and particular solutions) C_0 e^{-kt} + \frac{r}{k}. Given an initial value, y(0) = y_0, the unique solution is (y_0 - \frac{r}{k})e^{-kt} + \frac{r}{k}. (Same as yours, but rewritten.)

You then ask what I assume to be is the time at which this solution is equal to 0.99\frac{r}{k}.

(y_0 - \frac{r}{k})e^{-kt} + \frac{r}{k} = 0.99\frac{r}{k}
(y_0 - \frac{r}{k})e^{-kt} + 0.01\frac{r}{k} = 0
(y_0 - \frac{r}{k})e^{-kt} = -0.01\frac{r}{k}
e^{-kt} = -0.01\frac{\frac{r}{k}}{y_0 - \frac{r}{k}}
e^{-kt} = -0.01\frac{r}{k y_0 - r}
Immediately, we see that \frac{r}{k y_0 - r} < 0 for there to be a real-valued, finite solution.

It's worth noting that if k = 0, we get a linear polynomial as a solution to the ODE, for which there is no steady state unless r = 0 as well, in which case it's y_0 as the solution is just a constant. If k \neq 0 and r = 0, the only steady state would be 0, for which your approximation fails to give a finite solution to the problem. If k y_0 - r = 0, the solution to the ODE would be \frac{r}{k}, which has a steady-state but the approximation fails as well.

In any case, assuming \frac{r}{k y_0 - r} < 0, the solution is:
e^{-kt} = -0.01\frac{r}{k y_0 - r}
-kt = \ln{\left(-0.01\frac{r}{k y_0 - r}\right)}
t = -\frac{\ln{\left(-0.01\frac{r}{k y_0 - r}\right)}}{k} = -\frac{\ln{\left(0.01\frac{r}{r - k y_0}\right)}}{k}
 
Back
Top