Mercurial > octave
annotate scripts/linear-algebra/ishermitian.m @ 33619:4818ea4e33d9 default tip @
maint: Merge stable to default.
author | Markus Mützel <markus.muetzel@gmx.de> |
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date | Thu, 23 May 2024 16:56:15 +0200 |
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1 ######################################################################## |
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2 ## |
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3 ## Copyright (C) 1996-2024 The Octave Project Developers |
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4 ## |
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5 ## See the file COPYRIGHT.md in the top-level directory of this |
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6 ## distribution or <https://octave.org/copyright/>. |
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7 ## |
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8 ## This file is part of Octave. |
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9 ## |
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10 ## Octave is free software: you can redistribute it and/or modify it |
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11 ## under the terms of the GNU General Public License as published by |
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12 ## the Free Software Foundation, either version 3 of the License, or |
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13 ## (at your option) any later version. |
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14 ## |
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15 ## Octave is distributed in the hope that it will be useful, but |
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16 ## WITHOUT ANY WARRANTY; without even the implied warranty of |
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17 ## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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18 ## GNU General Public License for more details. |
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19 ## |
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20 ## You should have received a copy of the GNU General Public License |
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21 ## along with Octave; see the file COPYING. If not, see |
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22 ## <https://www.gnu.org/licenses/>. |
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23 ## |
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24 ######################################################################## |
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25 |
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26 ## -*- texinfo -*- |
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27 ## @deftypefn {} {@var{tf} =} ishermitian (@var{A}) |
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28 ## @deftypefnx {} {@var{tf} =} ishermitian (@var{A}, @var{tol}) |
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29 ## @deftypefnx {} {@var{tf} =} ishermitian (@var{A}, @qcode{"skew"}) |
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30 ## @deftypefnx {} {@var{tf} =} ishermitian (@var{A}, @qcode{"skew"}, @var{tol}) |
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31 ## Return true if @var{A} is a Hermitian or skew-Hermitian numeric matrix |
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32 ## within the tolerance specified by @var{tol}. |
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33 ## |
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34 ## The default tolerance is zero (uses faster code). |
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35 ## |
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36 ## The type of symmetry to check may be specified with the additional input |
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37 ## @qcode{"nonskew"} (default) for regular Hermitian or @qcode{"skew"} for |
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38 ## skew-Hermitian. |
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39 ## |
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40 ## Background: A matrix is Hermitian if the complex conjugate transpose of the |
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41 ## matrix is equal to the original matrix: @w{@tcode{@var{A} == @var{A}'}}. If |
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42 ## a tolerance is given then the calculation is |
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43 ## @code{norm (@var{A} - @var{A}', Inf) / norm (@var{A}, Inf) < @var{tol}}. |
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44 ## |
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45 ## A matrix is skew-Hermitian if the complex conjugate transpose of the matrix |
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46 ## is equal to the negative of the original matrix: |
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47 ## @w{@tcode{@var{A} == -@var{A}'}}. If a |
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48 ## tolerance is given then the calculation is |
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49 ## @code{norm (@var{A} + @var{A}', Inf) / norm (@var{A}, Inf) < @var{tol}}. |
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50 ## @seealso{issymmetric, isdefinite} |
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51 ## @end deftypefn |
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52 |
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53 function tf = ishermitian (A, skewopt = "nonskew", tol = 0) |
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54 |
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55 if (nargin < 1) |
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56 print_usage (); |
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57 endif |
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58 |
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59 if (nargin == 2) |
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60 ## Decode whether second argument is skewopt or tol |
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61 if (isnumeric (skewopt)) |
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62 tol = skewopt; |
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63 skewopt = "nonskew"; |
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64 elseif (! ischar (skewopt)) |
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65 error ("ishermitian: second argument must be a non-negative scalar TOL, or one of the strings: 'skew' / 'nonskew'"); |
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66 endif |
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67 endif |
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68 |
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69 ## Validate inputs |
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70 tf = (isnumeric (A) || islogical (A)) && issquare (A); |
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71 if (! tf) |
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72 return; |
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73 endif |
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74 |
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75 if (! (strcmp (skewopt, "skew") || strcmp (skewopt, "nonskew"))) |
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76 error ("ishermitian: SKEWOPT must be 'skew' or 'nonskew'"); |
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77 endif |
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78 |
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79 if (! (isnumeric (tol) && isscalar (tol) && tol >= 0)) |
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80 error ("ishermitian: TOL must be a scalar >= 0"); |
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81 endif |
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82 |
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83 ## Calculate Hermitian-ness |
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84 if (strcmp (skewopt, "nonskew")) |
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85 if (tol == 0) |
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86 ## check for exact symmetry |
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87 tf = full (! any ((A != A')(:))); |
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88 else |
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89 if (islogical (A)) |
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90 ## Hack to allow norm to work. Choose single to minimize memory. |
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91 A = single (A); |
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92 endif |
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93 norm_x = norm (A, Inf); |
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94 tf = norm_x == 0 || norm (A - A', Inf) / norm_x <= tol; |
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95 endif |
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96 else |
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97 ## skew-Hermitian |
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98 if (tol == 0) |
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99 tf = full (! any ((A != -A')(:))); |
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100 else |
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101 if (islogical (A)) |
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102 ## Hack to allow norm to work. Choose single to minimize memory. |
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103 A = single (A); |
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104 endif |
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105 norm_x = norm (A, Inf); |
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106 tf = norm_x == 0 || norm (A + A', Inf) / norm_x <= tol; |
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107 endif |
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108 endif |
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109 |
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110 endfunction |
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111 |
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112 |
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113 %!assert (ishermitian (1)) |
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114 %!assert (! ishermitian ([1, 2])) |
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115 %!assert (ishermitian ([])) |
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116 %!assert (ishermitian ([1, 2; 2, 1])) |
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117 %!assert (ishermitian ([1, 2.1; 2, 1.1], 0.2)) |
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118 %!assert (ishermitian ([1, -2i; 2i, 1])) |
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119 %!assert (ishermitian (speye (100)), true) # Return full logical value. |
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120 %!assert (ishermitian (logical (eye (2)))) |
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121 %!assert (! ishermitian (logical ([1 1; 0 1]))) |
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122 %!assert (ishermitian (logical ([1 1; 0 1]), 0.5)) |
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123 %!assert (ishermitian ([0, 2i; 2i, 0], "skew")) |
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124 %!assert (! ishermitian ([0, 2; -2, eps], "skew")) |
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125 %!assert (ishermitian ([0, 2; -2, eps], "skew", eps)) |
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126 |
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127 %!assert (! (ishermitian ("test"))) |
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128 %!assert (! (ishermitian ("t"))) |
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129 %!assert (! (ishermitian (["te"; "et"]))) |
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130 %!assert (! ishermitian ({1})) |
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131 %!test |
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132 %! s.a = 1; |
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133 %! assert (! ishermitian (s)); |
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134 |
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135 ## Test input validation |
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136 %!error <Invalid call> ishermitian () |
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137 %!error <second argument must be> ishermitian (1, {"skew"}) |
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138 %!error <SKEWOPT must be 'skew' or 'nonskew'> ishermitian (1, "foobar") |
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139 %!error <SKEWOPT must be 'skew' or 'nonskew'> ishermitian (1, "foobar") |
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140 %!error <TOL must be a scalar .= 0> ishermitian (1, "skew", {1}) |
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141 %!error <TOL must be a scalar .= 0> ishermitian (1, "skew", [1 1]) |
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142 %!error <TOL must be a scalar .= 0> ishermitian (1, -1) |