Solving System of Differential Equations with Multiple Variables using ode45

14 views (last 30 days)
Lets say I have a system of six differential equations with multiple variables:
dA = E - C + B - D
dB = F - D + A - C
dF = - B + D - F
How can I write a function which is solvable with ode45? I want a 1x6 initial condition input and a 1x6 output over a time span.

Accepted Answer

Star Strider
Star Strider on 24 Jun 2020
If you assign ‘A(t)’ as ‘x(1)’ ... ‘F(t)’ as ‘x(6)’, then an anonymous function version would create this matrix:
dfcn = @(t,x) [x(5) - x(3) + x(2) + x(4)
x(6) - x(4) + x(1) - x(3)
. . .
-x(2) + x(4) + x(6)];
and then call ode45 with ‘dfcn’ and the appropriate initial conditions and time span.
The function gets a bit more complicated if involves derivatives of the functions on the right hand side. For that, I usually use the Symbolic Math Toolbox to create the equations, then odeToVectorField to create them as first-order equations, and matlabFunction to convert them to a system that ode45 can use. (Sure, I could do them by hand and then spend a bit of time sorting my algebra errors, but there is no reason to do that.)
Star Strider
Star Strider on 9 Feb 2021
Anna Jacobsen — Thank you!
Could you clarify what you mean by assigning A(t) to x(1)?
Here is the first equation, ao ‘A(t)’ gets assigned as ‘x(1)’, with the other variables assigned in order, so ‘B(t)’ is ‘x(2)’ and similarly for the others.
Would A(t) be the differential equation dA/dt?
The derivatives are implicitly on the left-hand-side of the equation, so if this were not an anonymous function (and instead a function file), the code for would be:
dxdt(:,1) = x(5) - x(3) + x(2) + x(4);
and similarly for the others.

Sign in to comment.

More Answers (0)

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!