How do I find the period of this function?
*Note y(1) is equivalent to x and y(2) is equivalent to y in this set of equations.
My code:
sym vars
a=1; b=1; c=0.1; d=0.1;
RHS=@(t,y)([a*y(1)-b*y(1)*y(2); c*y(1)*y(2)-d*y(2)]);
[t,y]=ode45(RHS, [0 100], [5,0.2]);
figure
plot(t, y(:,1))
xlabel('t (in years)'); ylabel('Number of Prey (in millions)');
title('Number of Prey for 100 Year Period');
legend('x vs t');
set(gca, 'fontsize', 16);

 Réponse acceptée

Use the Signal Processing Toolbox findpeaks function:
a=1; b=1; c=0.1; d=0.1;
RHS=@(t,y)([a*y(1)-b*y(1)*y(2); c*y(1)*y(2)-d*y(2)]);
[t,y]=ode45(RHS, [0 100], [5,0.2]);
figure
plot(t, y(:,1))
xlabel('t (in years)'); ylabel('Number of Prey (in millions)');
title('Number of Prey for 100 Year Period');
legend('x vs t');
set(gca, 'fontsize', 16);
[pks,locs] = findpeaks(y(:,1)); % Peaks & Locations
mean_period = mean(diff(t(locs))); % Period
text(min(xlim)+0.1*diff(xlim), min(ylim)+0.95*diff(ylim), sprintf('Mean Period = %.2f time units', mean_period))
.

4 commentaires

Thank you so much!! But could you explain the last line in the code starting with text(min(...
What does that do because I when I run the code, I do not get any results
Star Strider
Star Strider le 26 Avr 2020
My pleasure!
The text call simply writes that line on the plot. It is not otherwise necessary for the code. (I do not understand the reason it did not print the results. It worked correctly for me in R2020a.)
Oh! I didn't run it with the rest of the code so that's why! Thank you!
Star Strider
Star Strider le 26 Avr 2020
As always, my pleasure!

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