Algorithm for Matlab conv function
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I would like to know which algorithm (or at least which big-O) is used in the built-in conv function. Thanks, Federico Labriola
답변 (1개)
John D'Errico
2015년 7월 5일
Why not test it yourself? These things are always SOOOO much more easily checked by yourself, rather than waiting for a response.
n = 10000;
a = rand(n,1);b = rand(n,1);
t(1) = timeit(@() conv(a,b));
a = rand(2*n,1);b = rand(2*n,1);
t(2) = timeit(@() conv(a,b));
a = rand(4*n,1);b = rand(4*n,1);
t(3) = timeit(@() conv(a,b));
a = rand(8*n,1);b = rand(8*n,1);
t(4) = timeit(@() conv(a,b));
t
t =
0.011539 0.056427 0.2248 0.88019
exp(diff(log(t)))
ans =
4.8901 3.984 3.9154
Looks like factors of 4 for each step to me.
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