|
|
Re: Real time progress of NDSolve
Posted:
Feb 6, 2013 5:51 AM
|
|
Hi all,
Lately I'd been trying to solve some very complicated ODEs (they arise from modifications of General Relativity), but there were two problems:
1) NDSolve would take several (15+) minutes to solve them,
2) Many times it would actually fail as the system is very stiff.
Trying to understand what was going on and also having a real time estimate of the progress of NDSolve, I came up with the following code that actually helped me address the issues mentioned above:
data = {{0, 1}};
k = 0;
ProgressIndicator[Dynamic[k], {0, 30}]
Dynamic[ListPlot[data, Frame -> True,
PlotRange -> {{0, 31}, {0, 1.2}}]]
NDSolve[{y'[x] == y[x] Cos[x + y[x]], y[0] == 1}, y, {x, 0, 30},
StepMonitor :> (Pause[.02]; Set[k, x]; AppendTo[data, {x, y[x]}])];
The ProgressIndicator provides the real time estimate of the progress and the Dynamic+ListPlot show where NDSolve has a certain "difficulty" (notice the "hiccup" in this example at x~12). The ODE used is of course very simple and not the one I used in practice.
In any case, this is not groundbreaking or anything, but it helped me and I thing it's quite cool, so I decided to share it.
Cheers
Hi,
That's a nice example. I just would like to note that with advent of M9 there is a possibility to use also Gauges for the same purpose as the indicator. Makes the same, but looks less boring. Evaluate this:
Clear[x, y, data, k];
data = {{0, 1}};
k = 0;
HorizontalGauge[Dynamic[k], {0, 30}]
Dynamic[BulletGauge[k, 20, {0, 30}]]
Dynamic[ListPlot[data, Frame -> True,
PlotRange -> {{0, 31}, {0, 1.2}}]]
NDSolve[{y'[x] == y[x] Cos[x + y[x]], y[0] == 1}, y, {x, 0, 30},
StepMonitor :> (Pause[.02]; Set[k, x]; AppendTo[data, {x, y[x]}])];
Have fun, Alexei
Alexei BOULBITCH, Dr., habil.
IEE S.A.
ZAE Weiergewan,
11, rue Edmond Reuter,
L-5326 Contern, LUXEMBOURG
Office phone : +352-2454-2566
Office fax: +352-2454-3566
mobile phone: +49 151 52 40 66 44
e-mail: alexei.boulbitch@iee.lu
|
|
