How to vectorize a for loop with array multiplication?
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Please help on replacing:
for i=1:Nm
Sloctemp(i,:,:)=Sloctemp(i,:,:)*Sort(m,i);
end
Where Nm = 19 Sloctemp is a 30x6x6 matrix, Sort is a 524288x19 matrix m=1
Sort is populated with only 0 or ones, so I am just trying to multiply Sloctemp(1:19,:,:) by either 1 or 0.
I tried:
i=1:Nm;
Sloctemp(i,:,:)=Sort(m,i).*Sloctemp(i,:,:);
but get the "Array dimensions must match for binary array op." error.
This section of the code gets run tens of millions of times, so I am just trying to get the fastes solution.
Thank you!
采纳的回答
Prefer to post the examples such, that they can be started by copy&paste.
Nm = 19;
Sloctemp = rand(30, 6, 6);
Sort = rand(524288, 19);
m = 1;
Result = Sloctemp;
Result(1:19, :, :) = Sloctemp(1:19, :, :) .* Sort(m, 1:19).';
% Compare with original version:
for i = 1:Nm
Sloctemp(i, :, :) = Sloctemp(i, :, :) * Sort(m, i);
end
max(abs(Result - Sloctemp), [], 'all')
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