annotate libinterp/corefcn/gsvd.cc @ 22237:867b177af1fe

gsvd: replace deprecated gripe_wrong_type_arg with err_wrong_type_arg.
author Carnë Draug <carandraug@octave.org>
date Tue, 09 Aug 2016 21:34:53 +0100
parents 065a44375723
children dfb49a84c0e4
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1 // Copyright (C) 1996, 1997 John W. Eaton
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2 // Copyright (C) 2006, 2010 Pascal Dupuis <Pascal.Dupuis@uclouvain.be>
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3 // Copyright (C) 2016 Barbara Lócsi
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4 //
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5 // This program is free software; you can redistribute it and/or modify it under
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6 // the terms of the GNU General Public License as published by the Free Software
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7 // Foundation; either version 3 of the License, or (at your option) any later
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8 // version.
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9 //
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10 // This program is distributed in the hope that it will be useful, but WITHOUT
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11 // ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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12 // FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
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13 // details.
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14 //
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15 // You should have received a copy of the GNU General Public License along with
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16 // this program; if not, see <http://www.gnu.org/licenses/>.
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17
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18 #ifdef HAVE_CONFIG_H
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19 # include <config.h>
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20 #endif
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21
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22 #include "defun.h"
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23 #include "error.h"
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24 #include "gripes.h"
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25 #include "pr-output.h"
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26 #include "utils.h"
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27 #include "ovl.h"
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28
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29 #include "gsvd.h"
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30
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31 template <typename T>
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32 static typename gsvd<T>::Type
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33 gsvd_type (int nargout)
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34 {
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35 return ((nargout == 0 || nargout == 1)
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36 ? gsvd<T>::Type::sigma_only
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37 : (nargout > 5) ? gsvd<T>::Type::std : gsvd<T>::Type::economy);
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38 }
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39
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40
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41 DEFUN (gsvd, args, nargout,
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42 doc: /* -*- texinfo -*-
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43 @deftypefn {Loadable Function} {@var{s} =} gsvd (@var{a}, @var{b})
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44 @deftypefnx {Loadable Function} {[@var{u}, @var{v}, @var{c}, @var{s}, @var{x} [, @var{r}]] =} gsvd (@var{a}, @var{b})
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45 @cindex generalised singular value decomposition
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46 Compute the generalised singular value decomposition of (@var{a}, @var{b}):
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47 @iftex
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48 @tex
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49 $$
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50 U^H A X = [I 0; 0 C] [0 R]
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51 V^H B X = [0 S; 0 0] [0 R]
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52 C*C + S*S = eye(columns(A))
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53 I and 0 are padding matrices of suitable size
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54 R is upper triangular
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55 $$
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56 @end tex
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57 @end iftex
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58 @ifinfo
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59
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60 @example
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61 u' * a * x = [I 0; 0 c] * [0 r]
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62 v' * b * x = [0 s; 0 0] * [0 r]
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63 c * c + s * s = eye(columns(a))
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64 I and 0 are padding matrices of suitable size
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65 r is upper triangular
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66 @end example
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67 @end ifinfo
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68
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69 The function @code{gsvd} normally returns the vector of generalised singular
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70 values
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71 @iftex
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72 @tex
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73 diag(C)./diag(S).
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74 @end tex
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75 @end iftex
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76 @ifinfo
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77 diag(r)./diag(s).
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78 @end ifinfo
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79 If asked for five return values, it computes
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80 @iftex
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81 @tex
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82 $U$, $V$, and $X$.
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83 @end tex
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84 @end iftex
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85 @ifinfo
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86 U, V, and X.
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87 @end ifinfo
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88 With a sixth output argument, it also returns
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89 @iftex
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90 @tex
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91 R,
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92 @end tex
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93 @end iftex
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94 @ifinfo
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95 r,
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96 @end ifinfo
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97 The common upper triangular right term. Other authors, like S. Van Huffel,
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98 define this transformation as the simulatenous diagonalisation of the
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99 input matrices, this can be achieved by multiplying
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100 @iftex
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101 @tex
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102 X
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103 @end tex
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104 @end iftex
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105 @ifinfo
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106 x
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107 @end ifinfo
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108 by the inverse of
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109 @iftex
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110 @tex
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111 [I 0; 0 R].
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112 @end tex
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113 @end iftex
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114 @ifinfo
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115 [I 0; 0 r].
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116 @end ifinfo
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117
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118 For example,
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119
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120 @example
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121 gsvd (hilb (3), [1 2 3; 3 2 1])
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122 @end example
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123
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124 @noindent
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125 returns
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126
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127 @example
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128 ans =
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129
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
130 0.1055705
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
131 0.0031759
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
132 @end example
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
133
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
134 @noindent
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
135 and
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
136
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
137 @example
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
138 [u, v, c, s, x, r] = gsvd (hilb (3), [1 2 3; 3 2 1])
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
139 @end example
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
140
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
141 @noindent
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
142 returns
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
143
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
144 @example
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
145 u =
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
146
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
147 -0.965609 0.240893 0.097825
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
148 -0.241402 -0.690927 -0.681429
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
149 -0.096561 -0.681609 0.725317
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
150
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
151 v =
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
152
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
153 -0.41974 0.90765
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
154 -0.90765 -0.41974
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
155
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
156 c =
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
157
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
158 0.10499 0.00000
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
159 0.00000 0.00318
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
160
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
161 s =
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
162 0.99447 0.00000
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
163 0.00000 0.99999
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
164 x =
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
165
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
166 0.408248 0.902199 0.139179
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
167 -0.816497 0.429063 -0.386314
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
168 0.408248 -0.044073 -0.911806
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
169
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
170 r =
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
171 -0.14093 -1.24345 0.43737
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
172 0.00000 -3.90043 2.57818
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
173 0.00000 0.00000 -2.52599
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
174
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
175 @end example
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
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176
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
177 The code is a wrapper to the corresponding Lapack dggsvd and zggsvd routines.
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
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178
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
179 @end deftypefn */)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
180 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
181 octave_value_list retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
182
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
183 int nargin = args.length ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
184
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
185 if (nargin < 2 || nargin > 2 || (nargout > 1 && (nargout < 5 || nargout > 6)))
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
186 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
187 print_usage ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
188 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
189 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
190
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
191 octave_value argA = args(0), argB = args(1);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
192
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
193 octave_idx_type nr = argA.rows ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
194 octave_idx_type nc = argA.columns ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
195
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
196 // octave_idx_type nn = argB.rows ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
197 octave_idx_type np = argB.columns ();
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
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198
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
199 if (nr == 0 || nc == 0)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
200 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
201 if (nargout == 5)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
202 retval = ovl (identity_matrix (nc, nc), identity_matrix (nc, nc),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
203 Matrix (nr, nc), identity_matrix (nr, nr),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
204 identity_matrix (nr, nr));
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
205 else if (nargout == 6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
206 retval = ovl (identity_matrix (nc, nc), identity_matrix (nc, nc),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
207 Matrix (nr, nc), identity_matrix (nr, nr),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
208 identity_matrix (nr, nr),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
209 identity_matrix (nr, nr));
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
210 else
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
211 retval = ovl (Matrix (0, 1));
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
212 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
213 else
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
214 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
215 if ((nc != np))
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
216 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
217 print_usage ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
218 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
219 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
220
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
221 if (argA.is_real_type () && argB.is_real_type ())
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
222 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
223 Matrix tmpA = argA.matrix_value ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
224 Matrix tmpB = argB.matrix_value ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
225
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
226 if (! error_state)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
227 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
228 if (tmpA.any_element_is_inf_or_nan ())
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
229 {
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
230 error ("gsvd: cannot take gsvd of matrix containing Inf or NaN values");
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
231 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
232 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
233
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
234 if (tmpB.any_element_is_inf_or_nan ())
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
235 {
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
236 error ("gsvd: cannot take gsvd of matrix containing Inf or NaN values");
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
237 return retval;
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
238 }
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
239
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
240 gsvd<Matrix> result (tmpA, tmpB, gsvd_type<Matrix> (nargout));
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
241
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
242 // DiagMatrix sigma = result.singular_values ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
243
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
244 if (nargout == 0 || nargout == 1)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
245 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
246 DiagMatrix sigA = result.singular_values_A ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
247 DiagMatrix sigB = result.singular_values_B ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
248 for (int i = sigA.rows() - 1; i >=0; i--)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
249 sigA.dgxelem(i) /= sigB.dgxelem(i);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
250 retval = ovl (sigA.diag());
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
251 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
252 else
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
253 {
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
254 if (nargout > 5)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
255 retval = ovl (result.left_singular_matrix_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
256 result.left_singular_matrix_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
257 result.singular_values_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
258 result.singular_values_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
259 result.right_singular_matrix (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
260 result.R_matrix ());
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
261 else
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
262 retval = ovl (result.left_singular_matrix_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
263 result.left_singular_matrix_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
264 result.singular_values_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
265 result.singular_values_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
266 result.right_singular_matrix ());
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
267 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
268 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
269 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
270 else if (argA.is_complex_type () || argB.is_complex_type ())
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
271 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
272 ComplexMatrix ctmpA = argA.complex_matrix_value ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
273 ComplexMatrix ctmpB = argB.complex_matrix_value ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
274
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
275 if (! error_state)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
276 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
277 if (ctmpA.any_element_is_inf_or_nan ())
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
278 {
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
279 error ("gsvd: cannot take gsvd of matrix containing Inf or NaN values");
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
280 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
281 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
282 if (ctmpB.any_element_is_inf_or_nan ())
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
283 {
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
284 error ("gsvd: cannot take gsvd of matrix containing Inf or NaN values");
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
285 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
286 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
287
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
288 gsvd<ComplexMatrix> result (ctmpA, ctmpB, gsvd_type<ComplexMatrix> (nargout));
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
289
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
290 // DiagMatrix sigma = result.singular_values ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
291
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
292 if (nargout == 0 || nargout == 1)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
293 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
294 DiagMatrix sigA = result.singular_values_A ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
295 DiagMatrix sigB = result.singular_values_B ();
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
296 for (int i = sigA.rows() - 1; i >=0; i--)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
297 sigA.dgxelem(i) /= sigB.dgxelem(i);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
298 retval = ovl (sigA.diag());
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
299 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
300 else
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
301 {
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
302 if (nargout > 5)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
303 retval = ovl (result.left_singular_matrix_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
304 result.left_singular_matrix_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
305 result.singular_values_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
306 result.singular_values_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
307 result.right_singular_matrix (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
308 result.R_matrix ());
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
309 else
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
310 retval = ovl (result.left_singular_matrix_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
311 result.left_singular_matrix_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
312 result.singular_values_A (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
313 result.singular_values_B (),
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
314 result.right_singular_matrix ());
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
315 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
316 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
317 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
318 else
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
319 {
22237
867b177af1fe gsvd: replace deprecated gripe_wrong_type_arg with err_wrong_type_arg.
Carnë Draug <carandraug@octave.org>
parents: 22236
diff changeset
320 err_wrong_type_arg ("gsvd", argA);
867b177af1fe gsvd: replace deprecated gripe_wrong_type_arg with err_wrong_type_arg.
Carnë Draug <carandraug@octave.org>
parents: 22236
diff changeset
321 err_wrong_type_arg ("gsvd", argB);
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
322 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
323 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
324 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
325
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
326 return retval;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
327 }
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
328
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
329 /*
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
330 %# a few tests for gsvd.m
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
331 %!shared A, A0, B, B0, U, V, C, S, X, R, D1, D2
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
332
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
333 %! A0=randn(5, 3); B0=diag([1 2 4]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
334 %! A = A0; B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
335 %! # disp('Full rank, 5x3 by 3x3 matrices');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
336 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
337 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
338 %! D1 = zeros(5, 3); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
339 %! D2 = S;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
340 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
341 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
342 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
343
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
344 %! # disp('A 5x3 full rank, B 3x3 rank deficient');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
345 %! B(2, 2) = 0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
346 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
347 %! D1 = zeros(5, 3); D1(1, 1) = 1; D1(2:3, 2:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
348 %! D2 = [zeros(2, 1) S; zeros(1, 3)];
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
349 %!assert(norm(diag(C).^2+diag(S).^2 - ones(2, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
350 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
351 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
352
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
353 %! # disp('A 5x3 rank deficient, B 3x3 full rank');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
354 %! B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
355 %! A(:, 3) = 2*A(:, 1) - A(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
356 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
357 %! D1 = zeros(5, 3); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
358 %! D2 = S;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
359 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
360 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
361 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
362
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
363 %! # disp("A 5x3, B 3x3, [A' B'] rank deficient");
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
364 %! B(:, 3) = 2*B(:, 1) - B(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
365 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
366 %! D1 = zeros(5, 2); D1(1:2, 1:2) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
367 %! D2 = [S; zeros(1, 2)];
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
368 %!assert(norm(diag(C).^2+diag(S).^2 - ones(2, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
369 %!assert(norm((U'*A*X)-D1*[zeros(2, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
370 %!assert(norm((V'*B*X)-D2*[zeros(2, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
371
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
372 %! # now, A is 3x5
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
373 %! A = A0.'; B0=diag([1 2 4 8 16]); B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
374 %! # disp('Full rank, 3x5 by 5x5 matrices');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
375 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
376
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
377 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
378 %! D1 = [C zeros(3,2)];
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
379 %! D2 = [S zeros(3,2); zeros(2, 3) eye(2)];
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
380 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
381 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
382 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
383
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
384 %! # disp('A 5x3 full rank, B 5x5 rank deficient');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
385 %! B(2, 2) = 0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
386 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
387
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
388 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
389 %! D1 = zeros(3, 5); D1(1, 1) = 1; D1(2:3, 2:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
390 %! D2 = zeros(5, 5); D2(1:2, 2:3) = S; D2(3:4, 4:5) = eye(2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
391 %!assert(norm(diag(C).^2+diag(S).^2 - ones(2, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
392 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
393 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
394
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
395 %! # disp('A 3x5 rank deficient, B 5x5 full rank');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
396 %! B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
397 %! A(3, :) = 2*A(1, :) - A(2, :);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
398 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
399 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
400 %! D1 = zeros(3, 5); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
401 %! D2 = zeros(5, 5); D2(1:3, 1:3) = S; D2(4:5, 4:5) = eye(2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
402 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
403 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
404 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
405
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
406 %! # disp("A 5x3, B 5x5, [A' B'] rank deficient");
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
407 %! A = A0.'; B = B0.';
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
408 %! A(:, 3) = 2*A(:, 1) - A(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
409 %! B(:, 3) = 2*B(:, 1) - B(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
410 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
411 %! [U, V, C, S, X, R]=gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
412 %! D1 = zeros(3, 4); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
413 %! D2 = eye(4); D2(1:3, 1:3) = S; D2(5,:) = 0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
414 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
415 %!assert(norm((U'*A*X)-D1*[zeros(4, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
416 %!assert(norm((V'*B*X)-D2*[zeros(4, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
417
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
418 %! A0 = A0 +j * randn(5, 3); B0 = B0=diag([1 2 4]) + j*diag([4 -2 -1]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
419 %! A = A0; B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
420 %! # disp('Complex: Full rank, 5x3 by 3x3 matrices');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
421 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
422 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
423 %! D1 = zeros(5, 3); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
424 %! D2 = S;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
425 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
426 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
427 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
428
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
429 %! # disp('Complex: A 5x3 full rank, B 3x3 rank deficient');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
430 %! B(2, 2) = 0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
431 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
432
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
433 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
434 %! D1 = zeros(5, 3); D1(1, 1) = 1; D1(2:3, 2:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
435 %! D2 = [zeros(2, 1) S; zeros(1, 3)];
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
436 %!assert(norm(diag(C).^2+diag(S).^2 - ones(2, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
437 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
438 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
439
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
440 %! # disp('Complex: A 5x3 rank deficient, B 3x3 full rank');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
441 %! B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
442 %! A(:, 3) = 2*A(:, 1) - A(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
443 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
444 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
445 %! D1 = zeros(5, 3); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
446 %! D2 = S;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
447 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
448 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
449 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
450
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
451 %! # disp("Complex: A 5x3, B 3x3, [A' B'] rank deficient");
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
452 %! B(:, 3) = 2*B(:, 1) - B(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
453 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
454 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
455 %! D1 = zeros(5, 2); D1(1:2, 1:2) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
456 %! D2 = [S; zeros(1, 2)];
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
457 %!assert(norm(diag(C).^2+diag(S).^2 - ones(2, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
458 %!assert(norm((U'*A*X)-D1*[zeros(2, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
459 %!assert(norm((V'*B*X)-D2*[zeros(2, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
460
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
461 %! # now, A is 3x5
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
462 %! A = A0.'; B0=diag([1 2 4 8 16])+j*diag([-5 4 -3 2 -1]);
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
463 %! B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
464 %! # disp('Complex: Full rank, 3x5 by 5x5 matrices');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
465 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
466 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
467 %! D1 = [C zeros(3,2)];
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
468 %! D2 = [S zeros(3,2); zeros(2, 3) eye(2)];
22235
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
469 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
470 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
471 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
472
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
473 %! # disp('Complex: A 5x3 full rank, B 5x5 rank deficient');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
474 %! B(2, 2) = 0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
475 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
476 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
477 %! D1 = zeros(3, 5); D1(1, 1) = 1; D1(2:3, 2:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
478 %! D2 = zeros(5,5); D2(1:2, 2:3) = S; D2(3:4, 4:5) = eye(2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
479 %!assert(norm(diag(C).^2+diag(S).^2 - ones(2, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
480 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
481 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
482
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
483 %! # disp('Complex: A 3x5 rank deficient, B 5x5 full rank');
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
484 %! B = B0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
485 %! A(3, :) = 2*A(1, :) - A(2, :);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
486 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
487 %! [U, V, C, S, X, R] = gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
488 %! D1 = zeros(3, 5); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
489 %! D2 = zeros(5,5); D2(1:3, 1:3) = S; D2(4:5, 4:5) = eye(2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
490 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
491 %!assert(norm((U'*A*X)-D1*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
492 %!assert(norm((V'*B*X)-D2*R) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
493
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
494 %! # disp("Complex: A 5x3, B 5x5, [A' B'] rank deficient");
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
495 %! A = A0.'; B = B0.';
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
496 %! A(:, 3) = 2*A(:, 1) - A(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
497 %! B(:, 3) = 2*B(:, 1) - B(:, 2);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
498 %! # disp([rank(A) rank(B) rank([A' B'])]);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
499 %! [U, V, C, S, X, R]=gsvd(A, B);
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
500 %! D1 = zeros(3, 4); D1(1:3, 1:3) = C;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
501 %! D2 = eye(4); D2(1:3, 1:3) = S; D2(5,:) = 0;
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
502 %!assert(norm(diag(C).^2+diag(S).^2 - ones(3, 1)) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
503 %!assert(norm((U'*A*X)-D1*[zeros(4, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
504 %!assert(norm((V'*B*X)-D2*[zeros(4, 1) R]) <= 1e-6)
63b41167ef1e gsvd: new function imported from Octave-Forge linear-algebra package.
Barbara Locsi <locsi.barbara@gmail.com>
parents:
diff changeset
505
22236
065a44375723 gsvd: reduce code duplication with templates.
Barbara Locsi <locsi.barbara@gmail.com>
parents: 22235
diff changeset
506 */