adding noise to the solution obtained from ode45/dde23

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Muhammad
Muhammad 2023-12-12
评论： Muhammad 2023-12-13
what is the best way to add noise to the solution obtained from the solver like ode45/dde23?

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Sam Chak
Sam Chak 2023-12-12
Hi @Muhammad,
Does it work if you execute the following?
[t, y] = ode45(@odefun, tspan, y0);
noise = mynoise(t); % user-defined math function for noise
ynoise = y + noise; % additive method
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Sam Chak
Sam Chak 2023-12-13
Ran in:
Hi @Muhammad
In theory, the approach remains the same. You store the ode45 solution in sol as a structure array, and then you need to evaluate the structure at n points in the interval to obtain the data y.
%% ODE
odefun = @(t, y) [y(2); - y(1) - 2*y(2)];
tspan = [0 10];
y0 = [1; 0];
%% Direct Method
[t, y] = ode45(odefun, tspan, y0);
whos t y
Name Size Bytes Class Attributes t 73x1 584 double y 73x2 1168 double
%% 'sol' Method
sol = ode45(odefun, tspan, y0);
t = linspace(0, 10, 73)';
y = deval(sol, t)';
whos t y sol
Name Size Bytes Class Attributes sol 1x1 5178 struct t 73x1 584 double y 73x2 1168 double

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更多回答（1 个）

Jalal Khan
Jalal Khan 2023-12-12
The best way to add noise to the solution obtained from solvers like ode45 or dde23 depends on the specific requirements of your problem and the characteristics of the noise you want to introduce
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Muhammad
Muhammad 2023-12-12
like if we are dealing with differential equations for ODE case lorenz equation and DDE mackey glass equation

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