Mercurial > hg > octave-lyh
annotate scripts/linear-algebra/subspace.m @ 14383:07c55bceca23 stable
Fix guarded_eval() subfunction in fminunc (bug #35534).
* fminunc.m: Fix guarded_eval() subfunction in fminunc (bug #35534).
author | Olaf Till <olaf.till@uni-jena.de> |
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date | Wed, 15 Feb 2012 14:44:37 +0100 |
parents | 72c96de7a403 |
children | 1c89599167a6 |
rev | line source |
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maint: update copyright notices for 2012
John W. Eaton <jwe@octave.org>
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1 ## Copyright (C) 2008-2012 VZLU Prague, a.s., Czech Republic |
7611 | 2 ## |
3 ## This file is part of Octave. | |
4 ## | |
5 ## Octave is free software; you can redistribute it and/or modify it | |
6 ## under the terms of the GNU General Public License as published by | |
7 ## the Free Software Foundation; either version 3 of the License, or (at | |
8 ## your option) any later version. | |
9 ## | |
10 ## Octave is distributed in the hope that it will be useful, but | |
11 ## WITHOUT ANY WARRANTY; without even the implied warranty of | |
12 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU | |
13 ## General Public License for more details. | |
14 ## | |
15 ## You should have received a copy of the GNU General Public License | |
16 ## along with Octave; see the file COPYING. If not, see | |
17 ## <http://www.gnu.org/licenses/>. | |
18 | |
19 ## -*- texinfo -*- | |
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20 ## @deftypefn {Function File} {@var{angle} =} subspace (@var{A}, @var{B}) |
7611 | 21 ## Determine the largest principal angle between two subspaces |
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22 ## spanned by the columns of matrices @var{A} and @var{B}. |
7611 | 23 ## @end deftypefn |
24 | |
25 ## Author: Jaroslav Hajek <highegg@gmail.com> | |
26 | |
27 ## reference: | |
28 ## [1] Andrew V. Knyazev, Merico E. Argentati: | |
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all script files: untabify and strip trailing whitespace
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29 ## Principal Angles between Subspaces in an A-Based Scalar Product: |
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30 ## Algorithms and Perturbation Estimates. |
7611 | 31 ## SIAM Journal on Scientific Computing, Vol. 23 no. 6, pp. 2008-2040 |
32 ## | |
33 ## other texts are also around... | |
34 | |
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35 function ang = subspace (A, B) |
7611 | 36 |
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37 if (nargin != 2) |
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38 print_usage (); |
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39 elseif (ndims (A) != 2 || ndims (B) != 2) |
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40 error ("subspace: expecting A and B to be 2-dimensional arrays"); |
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Rik <octave@nomad.inbox5.com>
parents:
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41 elseif (rows (A) != rows (B)) |
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Overhaul m-script files to use common variable name between code and documentation.
Rik <octave@nomad.inbox5.com>
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42 error ("subspace: column dimensions of A and B must match"); |
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43 endif |
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parents:
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44 |
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45 A = orth (A); |
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46 B = orth (B); |
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Rik <octave@nomad.inbox5.com>
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47 c = A'*B; |
7611 | 48 scos = min (svd (c)); |
49 if (scos^2 > 1/2) | |
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Rik <octave@nomad.inbox5.com>
parents:
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50 if (columns (A) >= columns (B)) |
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Rik <octave@nomad.inbox5.com>
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51 c = B - A*c; |
7611 | 52 else |
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Rik <octave@nomad.inbox5.com>
parents:
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53 c = A - B*c'; |
7611 | 54 endif |
55 ssin = max (svd (c)); | |
56 ang = asin (min (ssin, 1)); | |
57 else | |
58 ang = acos (scos); | |
59 endif | |
60 | |
61 endfunction |