bsxfun to multiply matrix with vector multiple times in for loop --> how faster?

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T
T on 6 Mar 2017
Edited: Matt J on 10 Mar 2017
I have a 2D matrix of size NxN, and each row I am multiplying with a 1xN vector with bsxfun in a for loop like this:
for k=1:1000
b(k)=mean(bsxfun(@times,tb_filter2d,d(k,:)),2);
end
Is there a way to speed this up? d is of the size 1000xN.
Thank you!!
  4 Comments
Rik
Rik on 6 Mar 2017
Is there a reason you can't use something like meshgrid to remove the loop?

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Answers (2)

Ankita Nargundkar
Ankita Nargundkar on 9 Mar 2017
1. If you are on MATLAB R2016b, you can use operators directly instead of bsxfun. Refer to this example
2. You can use repmat or reshape to optimize. Refer to this link
Something on similar lines, https://www.mathworks.com/matlabcentral/answers/210352-optimize-speed-up-a-big-and-slow-matrix-operation-with-addition-and-bsxfun

Matt J
Matt J on 10 Mar 2017
Edited: Matt J on 10 Mar 2017
This shouldn't require more than a single vector-matrix multiplication,
result =(tb_filter2d/N)*d.';

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