source: liacs/la/opdr7/approx.m@ 183

Last change on this file since 183 was 2, checked in by Rick van der Zwet, 15 years ago

Initial import of data of old repository ('data') worth keeping (e.g. tracking
means of URL access statistics)

File size: 461 bytes
RevLine 
[2]1function Ak = approx(A, k)
2% given matrix A and number k of top eigenvalues
3% an approximation Ak is calculated via SVD
4% k < m,n
5 [m, n] = size(A);
6 lo = m;
7 if ( n < m )
8 lo = n;
9 end
10 if ( lo < k )
11 k = lo;
12 end
13 [U, S, V] = svd(A);
14 svk = svds(A, k);
15 uk = U(:,[1:k]);
16 vk = V(:,[1:k]);
17 Ak = uk * diag(svk) * vk';
18% plaatje is niet wenslijk in een functie, laten we erbuiten
19% weergeven
20% image(Ak);
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