How to speed up my code and improve/avoid for loop

14 次查看(过去 30 天)
Dear all, that's my piece of code that works correctly but too slow.
T=rand(100000,1)-0.3;
eTG=zeros(size(T)); %set eTG(1)=0 and preallocate
for i=2:length(T)
eTG(i)=eTG(i-1)+T(i-1);
eTG(i(eTG(i)>0))=0;
end
Preallocation doesn't help and "run and time" tool shows that string
eTG(i(eTG(i)>0))=0;
eats 83% of the total time. Please give me your advices how to optimize this code. Are there any ways to vectorize this code and avoid loops at all?
  5 个评论
Sergei Zhuravlev
Sergei Zhuravlev 2017-10-12
编辑:Sergei Zhuravlev 2017-10-12
Yes, exactly. Using max function gives wrong results, Should be "min" I suppose. Thank you!
Walter Roberson
Walter Roberson 2017-10-12
Dang, I got it wrong this time too. Yes, min(0, eTG(i)) if you want negative untouched and positive set to 0.

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回答(1 个)

Sergei Zhuravlev
Sergei Zhuravlev 2017-10-12
编辑:Sergei Zhuravlev 2017-10-12
This code is 10 times faster (thanks to Walter Roberson)
T=rand(100000,1)-0.3;
eTG=zeros(size(T)); %set eTG(1)=0 and preallocate
for i=2:length(T)
eTG(i)=eTG(i-1)+T(i-1);
eTG(i) = min(0, eTG(i));
end

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