Doesn't Matlab optimize the following?

Posted by kloop on Stack Overflow See other posts from Stack Overflow or by kloop
Published on 2013-11-01T21:03:13Z Indexed on 2013/11/01 21:53 UTC
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I have a very long vector 1xr v, and a very long vector w 1xs, and a matrix A rxs, which is sparse (but very big in dimensions).

I was expecting the following to be optimized by Matlab so I won't run into trouble with memory:

 A./(v'*w)

but it seems like Matlab is actually trying to generate the full v'*w matrix, because I am running into Out of memory issue. Is there a way to overcome this? Note that there is no need to calculate all v'*w because many values of A are 0.

EDIT: If that were possible, one way to do it would be to do A(find(A)) ./ (v'*w)(find(A));

but you can't select a subset of a matrix (v'*w in this case) without first calculating it and putting it in a variable.

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