How to vectorize this for loop

1 Ansicht (letzte 30 Tage)
Leo Tu
Leo Tu am 5 Jul. 2021
Kommentiert: Leo Tu am 5 Jul. 2021
I have the following script which I have managed to test for up to t=200 however I need it to go up to t=12054 and it takes too long to run.
Could anyone please help with vectorizing the code so that it can run faster? I have attached my data T
% T is a column of temperature data over 12054 days
V = flip(T,1)
syms k;
for t=1:12054
L(t) = 1+symsum(.5.^(abs(k-5)*V(t)),k,0,12054-t)/symsum(.5.^abs(k-5),k,0,12054-t);
end
lambda = double(L);
lambda = flip(lambda,2) % flipping back because we initially flipped T to get V.
r = poissrnd(lambda);
plot(r)

Akzeptierte Antwort

Paul
Paul am 5 Jul. 2021
Bearbeitet: Paul am 5 Jul. 2021
For starters, why use symsum at all? Doesn't sum() do exactly what is needed?
for t = 1:12054
k = 0:(12054 - t);
L(t) = 1 + sum(0.5.^(abs(k-5).*V(t)))./sum(0.5.^(abs(k-5)));
end
lambda = flip(L,2);
I suspect other optimizations can be made as well. For sure, pre-allocate L. But for only 12054 elements, this loop may be fast enough for what's needed.

Weitere Antworten (0)

Kategorien

Mehr zu Loops and Conditional Statements finden Sie in Help Center und File Exchange

Produkte


Version

R2021a

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by