how I can fix sample time in ode45
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hossen hassanzadth
on 29 Oct 2023
Answered: Walter Roberson
on 29 Oct 2023
I want to fix the sample time (for example, T=0.5) in ode45. How can I do it? If it is not possible, do we have another way to fix the sample time in Matlab?
tspan = 0:1:10000;
y0 = [0.2,0.3];
[t,y] = ode45(@(t,y) odefcn(t,y), tspan, y0);
%
function dx = odefcn(t,x)
dx = zeros(2,1);
u=[2 -2]*x(1:2)+1;
dx(1)=x(1)-2*x(2)
dx(2)=-x(2)+u
end
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Accepted Answer
Sam Chak
on 29 Oct 2023
Are you looking for something like this?
T = 0.5;
tspan = 0:T:10;
y0 = [0.2,0.3];
[t, y] = ode45(@(t,y) odefcn(t,y), tspan, y0);
plot(t, y, '-o'), grid on
xlabel('Time')
%
function dx = odefcn(t,x)
dx = zeros(2,1);
u = [2 -2]*x(1:2) + 1;
dx(1) = x(1) - 2*x(2);
dx(2) = - x(2) + u;
end
3 Comments
Sam Chak
on 29 Oct 2023
Indeed, ode45() solver employs its own internal steps for computing the solution and subsequently assesses the solution at the designated points in tspan. Nonetheless, it is crucial to emphasize that the solutions generated at the specified points exhibit the same level of accuracy as the solutions computed at each internal step. Another approach is to use deval().
tspan = [0, 10];
y0 = [0.2, 0.3];
sol = ode45(@(t,y) odefcn(t,y), tspan, y0);
T = 0.5;
t = 0:T:10;
y = deval(sol, t);
plot(t, y, '-o'), grid on
xlabel('Time')
function dx = odefcn(t,x)
dx = zeros(2,1);
u = [2 -2]*x(1:2) + 1;
dx(1) = x(1) - 2*x(2);
dx(2) = - x(2) + u;
end
Sam Chak
on 29 Oct 2023
Else everything fails, you can write a simple algorithm using the convetional Runge–Kutta solver that allows the fixed step size for the integration..
h = 0.5;
x = 0:h:10;
% Initial values
y(:,1) = [0.2 0.3];
% Input signal
u = @(y) [2 -2]*y + 1;
% State equations
odefcn = @(t, y) [y(1) - 2*y(2);
- y(2) + u(y)];
% Runge-Kutta ODE Solver
for i = 1:(length(x)-1)
k1 = odefcn(x(i), y(:,i));
k2 = odefcn(x(i)+0.5*h, y(:,i)+0.5*h*k1);
k3 = odefcn(x(i)+0.5*h, y(:,i)+0.5*h*k2);
k4 = odefcn(x(i)+h, y(:,i)+k3*h);
y(:,i+1) = y(:,i) + (h/6)*(k1 + 2*k2 + 2*k3 + k4);
end
plot(x, y, '-o'), grid on
xlabel('Time')
More Answers (1)
Walter Roberson
on 29 Oct 2023
You cannot do that. ode45() is always a variable-step solver. So is ode15s, ode23s, ode78, ode113, ode89.
If you need a fixed step solver then see https://www.mathworks.com/matlabcentral/answers/98293-is-there-a-fixed-step-ordinary-differential-equation-ode-solver-in-matlab-8-0-r2012b#answer_107643
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