Plotting the exact and numerical solutions on the same plot
17 views (last 30 days)
Show older comments
I am working on a numerical analysis problem where I need to draw the exact and numerical solutions on the same figure. The numerical method used is the Runge-Kutta method of order 4. Here is my code.
function [t, x] = RK4Method(f, x_0, t_initial, t_m, n)
%time step
h = (t_m - t_initial) / n;
%arrays for t and x
t = linspace(t_initial, t_m, n+1);
x = zeros(1, n+1);
x(1) = x_0;
%RK4 iterations
for i = 1:n
k1 = h * f(t(i), x(i));
k2 = h * f(t(i) + h/2, x(i) + k1/2);
k3 = h * f(t(i) + h/2, x(i) + k2/2);
k4 = h * f(t(i) + h, x(i) + k3);
x(i+1) = x(i) + 1/6 * (k1 + 2*k2 + 2*k3 + k4);
end
Here is the command that I used to draw the numerical solution.
f = @(t, x) (x-t^2+1);
[t, x] = RK4Method(f, 0.5, 0, 2, 200);
plot(t, x);
xlabel('time');
ylabel('x');
The code used to draw the exact solution is given below.
fplot(@(t) (t^2+2*t+1-(1/2)*e^t, [0 2])
Could someone please help me with drawing the two solutions on the same plot? Thank you!
0 Comments
Accepted Answer
Simon Chan
on 1 May 2023
Just add hold on
f = @(t, x) (x-t^2+1);
[t, x] = RK4Method(f, 0.5, 0, 2, 200);
plot(t, x);
xlabel('time');
ylabel('x');
hold on; % Add this
fplot(@(t) t.^2+2*t+1-(1/2)*exp(t), [0 2],'r--','LineWidth',4); % <--- Modify this
More Answers (0)
See Also
Categories
Find more on Ordinary Differential Equations in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!