Optimization of a nested loop
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Hello guys I wrote the following code, but it takes ages to complete. Could you please help me optimizing it? A and B are matrixes
for i=1:length(A)
for j=1:length(B)
CCI = CCI + heaviside(norm(A(i,:)-B(j,:)));
end
end
Thanks
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Risposte (2)
Sean de Wolski
il 22 Giu 2012
Not necessarily faster, prettier, less confusing or better in any way with the exception of being on one line and containing the awesomeness that is bsxfun:
CCI2 = sum(sum(heaviside(sqrt(sum(bsxfun(@minus,A,reshape(B',1,size(B,2),size(B,1))).^2,2)))))
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Andrei Bobrov
il 22 Giu 2012
other variant
CCI = (nnz(any(bsxfun(@minus,A,reshape(B',1,size(B,2),[])),2)) + size(A,1)*size(B,1))/2;
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