Below is an example of a MATLAB script that implements a differential equation using ode45 and then plots the resulting time series and a 3D phase plot is shown below
% Define the function for the ODE
function dydt = myODE(t, Y)
% Parameters
alpha = 0.1;
beta = 0.1;
gamma = 0.1;
% Extract variables from the input vector Y
y = Y(1);
v = Y(2);
w = Y(3);
% Define the system of ODEs
dydt = [
v;
-alpha * v - beta * sin(y) - gamma * w;
beta * v * cos(y) - gamma * w
];
end
% Set the initial conditions
yo = 0;
v0 = 1;
w0 = 0;
% Combine initial conditions into a vector
initialConditions = [yo, v0, w0];
% Define the time span
tspan = [0, 55];
% Solve the ODE using ode45
[t, Y] = ode45(atmyODE, tspan, initialConditions);
% Extract variables from the solution
y = Y(:, 1);
v = Y(:, 2);
w = Y(:, 3);
% Plot time series
figure(1);
subplot(1, 2, 1);
plot(t, y, 'r', t, v, 'g', t, w, 'b');
xlabel('Time');
ylabel('y, v, w');
legend('y', 'v', 'w');
title('Time Series');
% Set the same vertical axis limits for comparison
ylim([-2.1, 2.1]);
% Plot 3D phase plot
subplot(1, 2, 2);
figure(2);
plot3(y, v, w);
hold on;
view([-40, 60]);
xlabel('y');
ylabel('v');
zlabel('w');
title('3D Phase Plot');
% Set the same vertical axis limits for comparison
ylim([-2.1, 2.1]);
% Rotate the 3D plot as needed and then submit with the specified view value
So, to use the code above, one need to Copy the code into a MATLAB script file and then save with a .m extension and then run it in MATLAB.
Note that this script is one that defines the ODE function, solves it using ode45, and plots both the time series and the 3D phase plot on separate figures
Note that in the code, the short form for "at" was written in full because it is showing inappropriate word