Vectorization using expressions with matrices
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I am trying to vectorize my Matlab code and I am not being able to do that because when I use a value of matrix inside an expression I cannot do that element-by-element. Ok... that was a little bit confusing I will try to explain with some code lines.
Imagine I have to calculate some values using the pre-calculated values contained in a matrix, let's say A. E.g.:
for i=1:100;
for j=1:100;
value((i-1)*100+j)=constant*A(i,j);
end
end
This would take a long time, since it is using two for's.
If I try to vectorize this, I would do so:
i=1:100;
j=1:100;
value=constant*A(i,j);
Expecting that the output variable, value, would be a vector. But (you can try yourself), the output will be a [ i x j ] matrix, since the operational logic will not be element-by-element but the combination of the i and j vectores.
Hope that I was unambiguous and that someone can help me.
Thanks a lot in advance!
Kind regards,
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Sean de Wolski
am 14 Feb. 2012
value2 = constant*(reshape(A',numel(A),1)); %transpose, reshape, multiple
isequal(value,value2)
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