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How to solve two differential equations simultaneously with one having a matrix form of initial condition?

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Adham Alkhaja
Adham Alkhaja on 17 Apr 2020
Commented: Adham Alkhaja on 17 Apr 2020
I have a set of two differential equations with initial conditions and was wondering how am I able to solve them simulateously using ODE 45? The equations are as shown below,
with initial conditions,
where is the Jacobian matrix. I want to integerate these equations simulationeously (42 ODEs). How is it possible since one initial condition is in a vector form and the other is a matrix.

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Accepted Answer

Peter
Peter on 17 Apr 2020
Hi Adham,
Just to be clear, it's an ordinary differential equation, is /? If so, and each matrix term is separable, then you can just reorder them into a vector for the integration.
So if the below is an accurate representation of your problem:
phi = [x1, x2;
x3, x4]
phi_prime = [dx1/dt, dx2/dt
dx3/dt, dx4/dt]
Then
function dx = myDeriv(t,x)
actual_x = x(1);
actual_x_prime = f(actual_x, t);
phi_vector = x(2:end);
phi_matrix = reshape(phi_vector,6,7) % Assuming 6R x 7C here...
A = getA(t);
dphidt_matrix = A*phi_matrix; %
dphidt_vector = dphidt_matrix(:); % Reshape to column. MATLAB is column major ordering.
dx = [actual_x_prime;
dphidt_vector];
end
function A = getA(t)
% do whatever
end
And calling it:
phi0 = eye(6);
x0 = [actual_x0; phi0(:)];
tspan = [0 10];
[t,x] = ode45(@myDeriv,tspan, x0)
Finally reshape out your variables for each time point, because x will by n_t by 43 instead of the scalar vs time and matrix vs time variables you want:
actual_x_integrated = x(:,1);
phi_integrated = nan(6,7,length(t));
for ix =1:length(t)
phi_integrated(:,:,ix) = reshape(x(ix,2:end),6,7);
end
I believe that should do what you're after.

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