Solving a system of integro-differential equations
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I have a system of integro-differential equations that I need to solve. I am having some trouble with it. The system is as below:





This is a complicated system, and I am struggling with how to tackle the integrals, mainly how to pass the previous values in a solver like ode23s. Please note that for the infinite sum, it is reasonable to truncate it after some terms (e.g. n=0 to 5) which would be decided by the user. Would appreciate help in solving this system.
3 Commenti
Walter Roberson
il 20 Ott 2023
You cannot deal with an infinite sum in finite time -- not unless you can find a closed form for the infinite sum.
When I look through the set of equations, I do not think you are going to be able to find a closed form for the infinite sum.
relies on
which is expressed only in the form of its derivative
so you would have to integrate that. But it depends upon
so you would have to integrate
... but what you have for
is its derivative ... that is defined in terms of the infinite sum...
Maybe there is some clever approach that could work, but I am not at all confident that there is.
I think you are probably going to have to use numeric approximations, but even then I have my doubts it can work.
Now if you were to substitute an integral for the infinite sum, there miight maybe be more hope of getting a workable approximation.
Shoubhanik
il 20 Ott 2023
Walter Roberson
il 20 Ott 2023
Have you tried setting up the system symbolically, with some small fixed number of terms for the infinite series (for example, 5 terms to experiment with), and then following the steps shown in the first example for odeFunction and see if MATLAB is able to figure out what the resulting ode system should look like?
Risposte (1)
Define
dI_n / dt = P1*exp(-lambda_n^2*D_a*t) , I_n(0) = 0
as additional ODEs to be solved. Then
I_n = integral_{tau = 0}^{tau = t} P1(tau)*exp(-lambda_n(tau)^2*D_a*tau) dtau
2 Commenti
Shoubhanik
il 24 Ott 2023
If I do as you suggested, does that not mean that I_n would actually be solved only for the current timestep, and not all past timesteps?
I_n is computed by the additional ODE from t = 0 up to the time t in the upper limit of integration. And this value is needed to compute B_n(t) according to your formula.
Is there ay way to pass the vectors of past values of P1, l, and t to my ode function, where I can then use a numerical integration to evaluate the integral?
Why ? I_n , the value of the additional ODE function, is the value of the integral.
If
y(t) = integral_{s=0}^{s=t} g(s) ds,
then
dy/dt = g(t), y(0) = 0.
It's nothing but the fundamental theorem of calculus.
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