Vectorization of 3 nested for loops.

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Emiliano Rosso
Emiliano Rosso 2015년 9월 6일
댓글: Emiliano Rosso 2015년 9월 7일
I have 3 for loop and I want to vectorized it .
I try a lot to do it but I cannot do it.
This is the simple version.
I can't explain the whole situation but:
A is 100*82.
B is 203*2000.
C is 1*10.
D is 100*5*2000.
for nset=1:100
for nindy=1:5
for nimp=1:2000
if A(nset,2+(nindy-1).*3)==1
if B(33.*6+nindy,nimp)<= C(1+(nindy-1).*2)+...
((C(2+(nindy-1).*2)-C(1+(nindy-1).*2))./11).*A(nset,1+(nindy-1).*3)
D(nset,nindy,nimp)=1;
end
end
end
end
end
I want to replace the 3 for loops with vectorization...
Thanks....

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per isakson
per isakson 2015년 9월 6일
편집: per isakson 2015년 9월 6일
I don't think that your code can be vectorized. However, this should be a bit faster
for nset=1:100
for nindy=1:5
if A(nset,2+(nindy-1).*3)==1
C17 = C(1+(nindy-1).*2) ...
+ ((C(2+(nindy-1).*2)-C(1+(nindy-1).*2))./11).*A(nset,1+(nindy-1).*3);
for nimp=1:2000
if B(33.*6+nindy,nimp) <= C17
D(nset,nindy,nimp) = 1;
end
end
end
end
end
Caveat: I have neither tested correctness nor speed.
  댓글 수: 1
Emiliano Rosso
Emiliano Rosso 2015년 9월 7일
Thanks,I tried your suggestion and time was reduced by 30% !

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