Mercurial > octave
annotate scripts/sparse/ilu.m @ 32002:939e5d952675
Use upper/lower in preference to toupper/tolower to match Matlab.
* mappers.cc (Fupper, Flower): Functions renamed from toupper/tolower and now
use "DEFUN" macro. Change DEFALIAS to correctly map toXXX to XXX. Update all
BIST tests.
* func.txi, strings.txi: Update manual.
* cellfun.cc, utils.cc, Map.m, idivide.m, integral.m, integral2.m,
integral3.m, interp1.m, quad2d.m, quadgk.m, rng.m, griddata.m, griddatan.m,
listdlg.m, movegui.m, __file_filter__.m, uigetfile.m, uisetfont.m,
__unimplemented__.m, colormap.m, imformats.m, imshow.m, __imread__.m,
__imwrite__.m, rgbplot.m, javaclasspath.m, genvarname.m, edit.m, inputParser.m,
license.m, open.m, parseparams.m, unpack.m, validateattributes.m,
__all_opts__.m, get_description.m, get_forge_pkg.m, camorbit.m, daspect.m,
datetick.m, pbaspect.m, __tickangle__.m, rticks.m, thetaticks.m, xticks.m,
yticks.m, zticks.m, camlight.m, colorbar.m, isocaps.m, isosurface.m,
__add_datasource__.m, __patch__.m, __scatter__.m, reducepatch.m, smooth3.m,
surfl.m, hgload.m, hold.m, openfig.m, __add_default_menu__.m,
__print_parse_opts__.m, refreshdata.m, saveas.m, struct2hdl.m, movfun.m,
stft.m, eigs.m, ichol.m, ilu.m, gammainc.m, gallery.m, corrcoef.m, iqr.m,
normalize.m, base2dec.m, index.m, regexptranslate.m, strsplit.m, datestr.m,
mk-sparse-tst.sh: Replace toupper/tolower with upper/lower in Octave code.
author | Rik <rik@octave.org> |
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date | Wed, 12 Apr 2023 15:34:43 -0700 |
parents | 597f3ee61a48 |
children | 2e484f9f1f18 |
rev | line source |
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1 ######################################################################## |
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2 ## |
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3 ## Copyright (C) 2013-2023 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{LUA} =} ilu (@var{A}) |
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28 ## @deftypefnx {} {@var{LUA} =} ilu (@var{A}, @var{opts}) |
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29 ## @deftypefnx {} {[@var{L}, @var{U}] =} ilu (@dots{}) |
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30 ## @deftypefnx {} {[@var{L}, @var{U}, @var{P}] =} ilu (@dots{}) |
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31 ## |
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32 ## Compute the incomplete LU factorization of the sparse square matrix @var{A}. |
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33 ## |
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34 ## @code{ilu} returns a unit lower triangular matrix @var{L}, an upper |
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35 ## triangular matrix @var{U}, and optionally a permutation matrix @var{P}, such |
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36 ## that @code{@var{L}*@var{U}} approximates @code{@var{P}*@var{A}}. |
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37 ## |
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38 ## The factors given by this routine may be useful as preconditioners for a |
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39 ## system of linear equations being solved by iterative methods such as BICG |
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40 ## (BiConjugate Gradients) or GMRES (Generalized Minimum Residual Method). |
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41 ## |
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42 ## The factorization may be modified by passing options in a structure |
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43 ## @var{opts}. The option name is a field of the structure and the setting |
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44 ## is the value of field. Names and specifiers are case sensitive. |
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45 ## |
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46 ## @table @code |
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47 ## @item type |
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48 ## Type of factorization. |
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49 ## |
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50 ## @table @asis |
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51 ## @item @qcode{"nofill"} (default) |
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52 ## ILU factorization with no fill-in (ILU(0)). |
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53 ## |
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54 ## Additional supported options: @code{milu}. |
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55 ## |
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56 ## @item @qcode{"crout"} |
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57 ## Crout version of ILU factorization (@nospell{ILUC}). |
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58 ## |
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59 ## Additional supported options: @code{milu}, @code{droptol}. |
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60 ## |
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61 ## @item @qcode{"ilutp"} |
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62 ## ILU factorization with threshold and pivoting. |
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63 ## |
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64 ## Additional supported options: @code{milu}, @code{droptol}, @code{udiag}, |
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65 ## @code{thresh}. |
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66 ## @end table |
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67 ## |
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68 ## @item droptol |
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69 ## A non-negative scalar specifying the drop tolerance for factorization. The |
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70 ## default value is 0 which produces the complete LU factorization. |
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71 ## |
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72 ## Non-diagonal entries of @var{U} are set to 0 unless |
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73 ## |
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74 ## @code{abs (@var{U}(i,j)) >= droptol * norm (@var{A}(:,j))}. |
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75 ## |
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76 ## Non-diagonal entries of @var{L} are set to 0 unless |
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77 ## |
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78 ## @code{abs (@var{L}(i,j)) >= droptol * norm (@var{A}(:,j))/@var{U}(j,j)}. |
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79 ## |
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80 ## @item milu |
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81 ## Modified incomplete LU factorization: |
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82 ## |
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83 ## @table @asis |
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84 ## @item @qcode{"row"} |
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85 ## Row-sum modified incomplete LU factorization. |
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86 ## The factorization preserves row sums: |
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87 ## @code{@var{A} * e = @var{L} * @var{U} * e}, where e is a vector of ones. |
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88 ## |
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89 ## @item @qcode{"col"} |
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90 ## Column-sum modified incomplete LU factorization. |
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91 ## The factorization preserves column sums: |
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92 ## @code{e' * @var{A} = e' * @var{L} * @var{U}}. |
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93 ## |
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94 ## @item @qcode{"off"} (default) |
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95 ## Row and column sums are not necessarily preserved. |
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96 ## @end table |
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97 ## |
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98 ## @item udiag |
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99 ## If true, any zeros on the diagonal of the upper triangular factor are |
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100 ## replaced by the local drop tolerance |
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101 ## @code{droptol * norm (@var{A}(:,j))/@var{U}(j,j)}. The default is false. |
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102 ## |
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103 ## @item thresh |
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104 ## Pivot threshold for factorization. It can range between 0 (diagonal |
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105 ## pivoting) and 1 (default), where the maximum magnitude entry in the column |
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106 ## is chosen to be the pivot. |
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107 ## @end table |
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108 ## |
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109 ## If @code{ilu} is called with just one output, the returned matrix is |
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110 ## @code{@var{L} + @var{U} - speye (size (@var{A}))}, where @var{L} is unit |
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111 ## lower triangular and @var{U} is upper triangular. |
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112 ## |
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113 ## With two outputs, @code{ilu} returns a unit lower triangular matrix @var{L} |
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114 ## and an upper triangular matrix @var{U}. For @var{opts}.type == |
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115 ## @qcode{"ilutp"}, one of the factors is permuted based on the value of |
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116 ## @var{opts}.milu. When @var{opts}.milu == @qcode{"row"}, @var{U} is a |
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117 ## column permuted upper triangular factor. Otherwise, @var{L} is a |
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118 ## row-permuted unit lower triangular factor. |
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119 ## |
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120 ## If there are three named outputs and @var{opts}.milu != @qcode{"row"}, |
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121 ## @var{P} is returned such that @var{L} and @var{U} are incomplete factors |
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122 ## of @code{@var{P}*@var{A}}. When @var{opts}.milu == @qcode{"row"}, @var{P} |
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123 ## is returned such that @var{L} and @var{U} are incomplete factors of |
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124 ## @code{@var{A}*@var{P}}. |
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125 ## |
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126 ## EXAMPLES |
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127 ## |
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128 ## @example |
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129 ## @group |
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130 ## A = gallery ("neumann", 1600) + speye (1600); |
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131 ## opts.type = "nofill"; |
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132 ## nnz (A) |
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133 ## ans = 7840 |
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134 ## |
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135 ## nnz (lu (A)) |
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136 ## ans = 126478 |
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137 ## |
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138 ## nnz (ilu (A, opts)) |
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139 ## ans = 7840 |
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140 ## @end group |
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141 ## @end example |
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142 ## |
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143 ## This shows that @var{A} has 7,840 nonzeros, the complete LU factorization |
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144 ## has 126,478 nonzeros, and the incomplete LU factorization, with 0 level of |
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145 ## fill-in, has 7,840 nonzeros, the same amount as @var{A}. Taken from: |
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146 ## @url{https://www.mathworks.com/help/matlab/ref/ilu.html} |
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147 ## |
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148 ## @example |
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149 ## @group |
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150 ## A = gallery ("wathen", 10, 10); |
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151 ## b = sum (A, 2); |
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152 ## tol = 1e-8; |
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153 ## maxit = 50; |
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154 ## opts.type = "crout"; |
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155 ## opts.droptol = 1e-4; |
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156 ## [L, U] = ilu (A, opts); |
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157 ## x = bicg (A, b, tol, maxit, L, U); |
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158 ## norm (A * x - b, inf) |
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159 ## @end group |
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160 ## @end example |
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161 ## |
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162 ## This example uses ILU as preconditioner for a random FEM-Matrix, which has a |
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163 ## large condition number. Without @var{L} and @var{U} BICG would not |
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164 ## converge. |
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165 ## |
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166 ## @seealso{lu, ichol, bicg, gmres} |
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167 ## @end deftypefn |
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168 |
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169 function [L, U, P] = ilu (A, opts = struct ()) |
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170 |
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171 if (nargin < 1) |
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172 print_usage (); |
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173 endif |
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174 |
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175 if (! (issparse (A) && issquare (A))) |
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176 error ("ilu: A must be a sparse square matrix"); |
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177 endif |
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178 |
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179 if (! isstruct (opts)) |
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180 error ("ilu: OPTS must be a structure"); |
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181 endif |
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182 |
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183 ## If A is empty then return empty L, U and P for Matlab compatibility |
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184 if (isempty (A)) |
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185 L = U = P = A; |
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186 return; |
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187 endif |
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188 |
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189 ## Parse input options |
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190 if (! isfield (opts, "type")) |
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191 opts.type = "nofill"; # set default |
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192 else |
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193 type = lower (getfield (opts, "type")); |
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194 if (! any (strcmp (type, {"nofill", "crout", "ilutp"}))) |
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195 error ("ilu: invalid TYPE specified"); |
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196 endif |
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197 opts.type = type; |
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198 endif |
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199 |
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200 if (! isfield (opts, "droptol")) |
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201 opts.droptol = 0; # set default |
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202 else |
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203 if (! (isreal (opts.droptol) && isscalar (opts.droptol) |
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204 && opts.droptol >= 0)) |
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205 error ("ilu: DROPTOL must be a non-negative real scalar"); |
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206 endif |
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207 endif |
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208 |
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209 if (! isfield (opts, "milu")) |
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210 opts.milu = "off"; # set default |
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211 else |
32002
939e5d952675
Use upper/lower in preference to toupper/tolower to match Matlab.
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212 milu = lower (getfield (opts, "milu")); |
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213 if (! any (strcmp (milu, {"off", "col", "row"}))) |
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214 error ('ilu: MILU must be one of "off", "col", or "row"'); |
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215 endif |
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216 opts.milu = milu; |
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217 endif |
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218 |
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219 if (! isfield (opts, "udiag")) |
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220 opts.udiag = 0; # set default |
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221 else |
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222 if (! isscalar (opts.udiag) || (opts.udiag != 0 && opts.udiag != 1)) |
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223 error ("ilu: UDIAG must be 0 or 1"); |
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224 endif |
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225 endif |
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226 |
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227 if (! isfield (opts, "thresh")) |
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228 opts.thresh = 1; # set default |
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229 else |
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230 if (! (isreal (opts.thresh) && isscalar (opts.thresh)) |
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231 || opts.thresh < 0 || opts.thresh > 1) |
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232 error ("ilu: THRESH must be a scalar in the range [0, 1]"); |
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233 endif |
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234 endif |
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235 |
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236 n = length (A); |
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237 |
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238 ## Delegate to specialized ILU |
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|
239 switch (opts.type) |
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240 case "nofill" |
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241 [L, U] = __ilu0__ (A, opts.milu); |
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242 if (nargout == 3) |
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243 P = speye (length (A)); |
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244 endif |
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245 case "crout" |
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246 [L, U] = __iluc__ (A, opts.droptol, opts.milu); |
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247 if (nargout == 3) |
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248 P = speye (length (A)); |
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249 endif |
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|
250 case "ilutp" |
23099
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|
251 if (nargout == 3) |
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252 [L, U, P] = __ilutp__ (A, opts.droptol, opts.thresh, |
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253 opts.milu, opts.udiag); |
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254 else |
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|
255 [L, U] = __ilutp__ (A, opts.droptol, opts.thresh, |
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|
256 opts.milu, opts.udiag); |
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257 endif |
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258 endswitch |
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|
259 |
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260 if (nargout == 1) |
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|
261 L = L + U - speye (n); |
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|
262 endif |
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|
263 |
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|
264 endfunction |
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|
265 |
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|
266 |
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|
267 %!shared n, dtol, A |
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|
268 %! n = 1600; |
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|
269 %! dtol = 0.1; |
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|
270 %! A = gallery ("neumann", n) + speye (n); |
25053 | 271 |
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|
272 %!test |
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|
273 %! opts.type = "nofill"; |
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|
274 %! assert (nnz (ilu (A, opts)), 7840); |
25053 | 275 |
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|
276 ## This test has been verified in both Matlab and Octave. |
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|
277 %!test |
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|
278 %! opts.type = "crout"; |
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|
279 %! opts.milu = "row"; |
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|
280 %! opts.droptol = dtol; |
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|
281 %! [L, U] = ilu (A, opts); |
30236
628f26e122d9
maint: use rows() or columns() instead of size(__, 1 | 2) for clarity.
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diff
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|
282 %! e = ones (columns (A),1); |
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|
283 %! assert (norm (A*e - L*U*e), 1e-14, 1e-14); |
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|
284 %!test |
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|
285 %! opts.type = "crout"; |
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|
286 %! opts.droptol = dtol; |
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|
287 %! [L, U] = ilu (A, opts); |
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|
288 %! assert (norm (A - L * U, "fro") / norm (A, "fro"), 0.05, 1e-2); |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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|
289 |
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|
290 ## Check if the elements in U satisfy the non-dropping condition. |
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|
291 %!test |
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|
292 %! opts.type = "crout"; |
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|
293 %! opts.droptol = dtol; |
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|
294 %! [L, U] = ilu (A, opts); |
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|
295 %! for j = 1:n |
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|
296 %! cmp_value = dtol * norm (A(:, j)); |
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|
297 %! non_zeros = nonzeros (U(:, j)); |
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|
298 %! assert (abs (non_zeros) >= cmp_value); |
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|
299 %! endfor |
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|
300 %!test |
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|
301 %! opts.type = "ilutp"; |
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|
302 %! opts.droptol = dtol; |
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|
303 %! [L, U] = ilu (A, opts); |
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|
304 %! for j = 1:n |
19054
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|
305 %! cmp_value = dtol * norm (A(:, j)); |
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|
306 %! non_zeros = nonzeros (U(:, j)); |
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|
307 %! assert (abs (non_zeros) >= cmp_value); |
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|
308 %! endfor |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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|
309 |
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310 ## Check that the complete LU factorisation with crout and ilutp algorithms |
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311 ## produce the same result. |
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312 %!test |
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313 %! opts.type = "crout"; |
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314 %! opts.droptol = 0; |
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315 %! [L1, U1] = ilu (A, opts); |
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316 %! opts.type = "ilutp"; |
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317 %! opts.thresh = 0; |
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318 %! [L2, U2] = ilu (A, opts); |
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319 %! assert (norm (L1 - L2, "fro") / norm (L1, "fro"), 0, eps); |
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320 %! assert (norm (U1 - U2, "fro") / norm (U1, "fro"), 0, eps); |
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321 |
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322 ## Restore rand "state" value |
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323 %!shared old_rand_state, restore_state |
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324 %! ## Save and restore the state of the random number generator that is used by |
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325 %! ## the unit tests in this file. |
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326 %! old_rand_state = rand ("state"); |
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327 %! restore_state = onCleanup (@() rand ("state", old_rand_state)); |
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328 |
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329 ## Tests for real matrices of different sizes for ilu0, iluc and ilutp. |
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330 ## The difference A - L*U should be not greater than eps because with droptol |
25053 | 331 ## equal to 0, the LU complete factorization is performed. |
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332 %!shared n_tiny, n_small, n_medium, n_large, A_tiny, A_small, A_medium, A_large |
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333 %! n_tiny = 5; |
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334 %! n_small = 40; |
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335 %! n_medium = 600; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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336 %! n_large = 10000; |
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337 %! A_tiny = spconvert ([1 4 2 3 3 4 2 5; 1 1 2 3 4 4 5 5; 1 2 3 4 5 6 7 8]'); |
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338 %! ## initialize generator to make behavior reproducible |
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339 %! rand ("state", 42); |
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340 %! A_small = sprand (n_small, n_small, 1/n_small) + speye (n_small); |
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341 %! A_medium = sprand (n_medium, n_medium, 1/n_medium) + speye (n_medium); |
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342 %! A_large = sprand (n_large, n_large, 1/n_large/10) + speye (n_large); |
25053 | 343 |
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344 %!test |
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345 %! opts.type = "nofill"; |
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346 %! [L, U] = ilu (A_tiny); |
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347 %! assert (norm (A_tiny - L*U, "fro") / norm (A_tiny, "fro"), 0, n_tiny * eps); |
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348 %!test |
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349 %! opts.type = "nofill"; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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350 %! [L, U] = ilu (A_small); |
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351 %! assert (norm (A_small - L*U, "fro") / norm (A_small, "fro"), 0, 1); |
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352 %!test |
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353 %! opts.type = "nofill"; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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354 %! [L, U] = ilu (A_medium); |
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355 %! assert (norm (A_medium - L*U, "fro") / norm (A_medium, "fro"), 0, 1); |
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356 %!test |
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357 %! opts.type = "nofill"; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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358 %! [L, U] = ilu (A_large); |
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359 %! assert (norm (A_large - L*U, "fro") / norm (A_large, "fro"), 0, 1); |
25053 | 360 |
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361 %!test |
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362 %! opts.type = "crout"; |
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363 %! [L, U] = ilu (A_tiny, opts); |
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364 %! assert (norm (A_tiny - L*U, "fro") / norm (A_tiny, "fro"), eps, eps); |
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365 %!test |
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|
366 %! opts.type = "crout"; |
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367 %! [L, U] = ilu (A_small, opts); |
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368 %! assert (norm (A_small - L*U, "fro") / norm (A_small, "fro"), eps, eps); |
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369 %!test |
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|
370 %! opts.type = "crout"; |
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371 %! [L, U] = ilu (A_medium, opts); |
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372 %! assert (norm (A_medium - L*U, "fro") / norm (A_medium, "fro"), eps, eps); |
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373 %!test |
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374 %! opts.type = "crout"; |
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375 %! [L, U] = ilu (A_large, opts); |
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376 %! assert (norm (A_large - L*U, "fro") / norm (A_large, "fro"), eps, eps); |
25053 | 377 |
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378 %!test |
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379 %! opts.type = "ilutp"; |
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380 %! opts.droptol = 0; |
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|
381 %! opts.thresh = 0; |
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|
382 %! [L, U] = ilu (A_tiny, opts); |
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383 %! assert (norm (A_tiny - L*U, "fro") / norm (A_tiny, "fro"), eps, eps); |
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384 %!test |
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|
385 %! opts.type = "ilutp"; |
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|
386 %! opts.droptol = 0; |
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|
387 %! opts.thresh = 0; |
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|
388 %! [L, U] = ilu (A_small, opts); |
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389 %! assert (norm (A_small - L*U, "fro") / norm (A_small, "fro"), eps, eps); |
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390 %!test |
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|
391 %! opts.type = "ilutp"; |
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|
392 %! opts.droptol = 0; |
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|
393 %! opts.thresh = 0; |
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|
394 %! [L, U] = ilu (A_medium, opts); |
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|
395 %! assert (norm (A_medium - L*U, "fro") / norm (A_medium, "fro"), eps, eps); |
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396 %!test |
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|
397 %! opts.type = "ilutp"; |
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|
398 %! opts.droptol = 0; |
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|
399 %! opts.thresh = 0; |
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|
400 %! [L, U] = ilu (A_large, opts); |
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|
401 %! assert (norm (A_large - L*U, "fro") / norm (A_large, "fro"), eps, eps); |
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|
402 |
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|
403 ## Tests for complex matrices of different sizes for ilu0, iluc and ilutp. |
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404 %!shared n_tiny, n_small, n_medium, n_large, A_tiny, A_small, A_medium, A_large |
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405 %! n_tiny = 5; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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406 %! n_small = 40; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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407 %! n_medium = 600; |
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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|
408 %! n_large = 10000; |
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Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
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changeset
|
409 %! A_tiny = spconvert ([1 4 2 3 3 4 2 5; 1 1 2 3 4 4 5 5; 1 2 3 4 5 6 7 8]'); |
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
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diff
changeset
|
410 %! A_tiny(1,1) += 1i; |
26597
ee21e2bf3e50
ilu.m: Fix state of random number generator in BISTs.
Markus Mützel <markus.muetzel@gmx.de>
parents:
26376
diff
changeset
|
411 %! ## initialize generator to make behavior reproducible |
ee21e2bf3e50
ilu.m: Fix state of random number generator in BISTs.
Markus Mützel <markus.muetzel@gmx.de>
parents:
26376
diff
changeset
|
412 %! rand ("state", 42); |
19055
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Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
413 %! A_small = sprand (n_small, n_small, 1/n_small) + ... |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
414 %! i * sprand (n_small, n_small, 1/n_small) + speye (n_small); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
415 %! A_medium = sprand (n_medium, n_medium, 1/n_medium) + ... |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
416 %! i * sprand (n_medium, n_medium, 1/n_medium) + speye (n_medium); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
417 %! A_large = sprand (n_large, n_large, 1/n_large/10) + ... |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
418 %! i * sprand (n_large, n_large, 1/n_large/10) + speye (n_large); |
25053 | 419 |
19597
db92e7e28e1f
strip trailing whitespace from most source files
John W. Eaton <jwe@octave.org>
parents:
19295
diff
changeset
|
420 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
421 %! opts.type = "nofill"; |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
422 %! [L, U] = ilu (A_tiny); |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
423 %! assert (norm (A_tiny - L*U, "fro") / norm (A_tiny, "fro"), 0, n_tiny * eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
John W. Eaton <jwe@octave.org>
parents:
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diff
changeset
|
424 %!test |
19055
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Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
425 %! opts.type = "nofill"; |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
426 %! [L, U] = ilu (A_small); |
19055
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Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
427 %! assert (norm (A_small - L*U, "fro") / norm (A_small, "fro"), 0, 1); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
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parents:
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diff
changeset
|
428 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
429 %! opts.type = "nofill"; |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
430 %! [L, U] = ilu (A_medium); |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
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diff
changeset
|
431 %! assert (norm (A_medium - L*U, "fro") / norm (A_medium, "fro"), 0, 1); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
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parents:
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diff
changeset
|
432 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
433 %! opts.type = "nofill"; |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
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diff
changeset
|
434 %! [L, U] = ilu (A_large); |
19055
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Incorporate new functions ichol and ilu into Octave.
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parents:
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changeset
|
435 %! assert (norm (A_large - L*U, "fro") / norm (A_large, "fro"), 0, 1); |
25053 | 436 |
19597
db92e7e28e1f
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parents:
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diff
changeset
|
437 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
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parents:
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diff
changeset
|
438 %! opts.type = "crout"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
439 %! [L, U] = ilu (A_tiny, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
440 %! assert (norm (A_tiny - L*U, "fro") / norm (A_tiny, "fro"), eps, eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
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parents:
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diff
changeset
|
441 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
442 %! opts.type = "crout"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
443 %! [L, U] = ilu (A_small, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
444 %! assert (norm (A_small - L*U, "fro") / norm (A_small, "fro"), eps, eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
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parents:
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diff
changeset
|
445 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
446 %! opts.type = "crout"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
447 %! [L, U] = ilu (A_medium, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
448 %! assert (norm (A_medium - L*U, "fro") / norm (A_medium, "fro"), eps, eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
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parents:
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diff
changeset
|
449 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
450 %! opts.type = "crout"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
451 %! [L, U] = ilu (A_large, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
452 %! assert (norm (A_large - L*U, "fro") / norm (A_large, "fro"), eps, eps); |
25053 | 453 |
19597
db92e7e28e1f
strip trailing whitespace from most source files
John W. Eaton <jwe@octave.org>
parents:
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diff
changeset
|
454 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
455 %! opts.type = "ilutp"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
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parents:
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diff
changeset
|
456 %! opts.droptol = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
457 %! opts.thresh = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
458 %! [L, U] = ilu (A_tiny, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
459 %! assert (norm (A_tiny - L*U, "fro") / norm (A_tiny, "fro"), eps, eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
John W. Eaton <jwe@octave.org>
parents:
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diff
changeset
|
460 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
461 %! opts.type = "ilutp"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
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parents:
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diff
changeset
|
462 %! opts.droptol = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
463 %! opts.thresh = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
464 %! [L, U] = ilu (A_small, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
465 %! assert (norm (A_small - L*U, "fro") / norm (A_small, "fro"), eps, eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
John W. Eaton <jwe@octave.org>
parents:
19295
diff
changeset
|
466 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
467 %! opts.type = "ilutp"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
468 %! opts.droptol = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
469 %! opts.thresh = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
470 %! [L, U] = ilu (A_medium, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
471 %! assert (norm (A_medium - L*U, "fro") / norm (A_medium, "fro"), eps, eps); |
19597
db92e7e28e1f
strip trailing whitespace from most source files
John W. Eaton <jwe@octave.org>
parents:
19295
diff
changeset
|
472 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
473 %! opts.type = "ilutp"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
474 %! opts.droptol = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
475 %! opts.thresh = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
476 %! [L, U] = ilu (A_large, opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
477 %! assert (norm (A_large - L*U, "fro") / norm (A_large, "fro"), eps, eps); |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
478 |
19055
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Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
479 ## Specific tests for ilutp |
23099
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
480 %!shared A |
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
481 %! A = sparse ([0 0 4 3 1; 5 1 2.3 2 4.5; 0 0 0 2 1;0 0 8 0 2.2; 0 0 9 9 1 ]); |
25053 | 482 |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
483 %!test |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
484 %! opts.udiag = 1; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
485 %! opts.type = "ilutp"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
486 %! opts.droptol = 0.2; |
23099
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
487 %! [L, U, P] = ilu (A, opts); |
19054
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
488 %! assert (norm (U, "fro"), 17.4577, 1e-4); |
df64071e538c
Removed ichol0.cc, icholt.cc, ilu0.cc, iluc.cc, ilutp.cc. Created __ichol__.cc and __ilu__.cc. Minor bugs fixed.
Eduardo Ramos (edu159) <eduradical951@gmail.com>
parents:
19053
diff
changeset
|
489 %! assert (norm (L, "fro"), 2.4192, 1e-4); |
25053 | 490 |
491 %!error <encountered a pivot equal to 0> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
492 %! opts.type = "ilutp"; |
23099
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
493 %! opts.udiag = 0; |
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
494 %! opts.droptol = 0.2; |
25053 | 495 %! ilu (A, opts); |
23099
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
496 |
25053 | 497 ## Matlab R2017b doesn't error, but returns a singular L which isn't helpful. |
498 %!error <encountered a pivot equal to 0> | |
23099
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
499 %! A = sparse ([3 1 0 0 4; 3 1 0 0 -2;0 0 8 0 0; 0 4 0 4 -4.5; 0 -1 0 0 1]); |
d44537a50f4b
__ilu__ and __ichol__: use liboctave functions instead of feval (bug #50105)
Kai T. Ohlhus <k.ohlhus@gmail.com>
parents:
23084
diff
changeset
|
500 %! opts.type = "ilutp"; |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
501 %! opts.droptol = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
502 %! opts.thresh = 0; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
503 %! opts.milu = "row"; |
25053 | 504 %! [L, U, P] = ilu (A, opts); |
505 | |
506 %!test <*53440> | |
507 %! A = sparse (magic (4)); | |
508 %! opts.type = "ilutp"; | |
509 %! [L, U] = ilu (A, opts); | |
28929
9e43deb9bfc3
maint: Use semicolon after assert statement inside %!test blocks.
Rik <rik@octave.org>
parents:
28905
diff
changeset
|
510 %! assert (L * U, A, eps); |
19055
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Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
511 |
19833
9fc020886ae9
maint: Clean up m-files to follow Octave coding conventions.
Rik <rik@octave.org>
parents:
19697
diff
changeset
|
512 ## Tests for input validation |
25053 | 513 %!shared A_tiny, opts |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
514 %! A_tiny = spconvert ([1 4 2 3 3 4 2 5; 1 1 2 3 4 4 5 5; 1 2 3 4 5 6 7 8]'); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
515 |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
516 %!test |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
517 %! [L, U] = ilu (sparse ([])); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
518 %! assert (isempty (L)); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
519 %! assert (isempty (U)); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
520 %! opts.type = "crout"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
521 %! [L, U] = ilu (sparse ([]), opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
522 %! assert (isempty (L)); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
523 %! assert (isempty (U)); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
524 %! opts.type = "ilutp"; |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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525 %! [L, U] = ilu (sparse ([]), opts); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
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526 %! assert (isempty (L)); |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
527 %! assert (isempty (U)); |
25053 | 528 |
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38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
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529 %!error <A must be a sparse square matrix> ilu (0) |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
530 %!error <A must be a sparse square matrix> ilu ([]) |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
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531 %!error <zero on the diagonal> ilu (sparse (0)) |
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
532 |
25053 | 533 %!error <invalid TYPE specified> |
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Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
534 %! opts.type = "foo"; |
25053 | 535 %! ilu (A_tiny, opts); |
536 %!error <invalid TYPE specified> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
537 %! opts.type = 1; |
25053 | 538 %! ilu (A_tiny, opts); |
539 %!error <invalid TYPE specified> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
540 %! opts.type = []; |
25053 | 541 %! ilu (A_tiny, opts); |
542 | |
543 %!error <DROPTOL must be a non-negative real scalar> | |
544 %! clear opts; | |
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38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
545 %! opts.droptol = -1; |
25053 | 546 %! ilu (A_tiny, opts); |
547 %!error <DROPTOL must be a non-negative real scalar> | |
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38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
548 %! opts.droptol = 0.5i; |
25053 | 549 %! ilu (A_tiny, opts); |
550 %!error <DROPTOL must be a non-negative real scalar> | |
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38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
551 %! opts.droptol = []; |
25053 | 552 %! ilu (A_tiny, opts); |
553 | |
554 %!error <MILU must be one of "off", "col", or "row"> | |
555 %! clear opts; | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
556 %! opts.milu = "foo"; |
25053 | 557 %! ilu (A_tiny, opts); |
558 %!error <MILU must be one of "off", "col", or "row"> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
559 %! opts.milu = 1; |
25053 | 560 %! ilu (A_tiny, opts); |
561 %!error <MILU must be one of "off", "col", or "row"> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
562 %! opts.milu = []; |
25053 | 563 %! ilu (A_tiny, opts); |
564 | |
565 %!error <UDIAG must be 0 or 1> | |
566 %! clear opts; | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
567 %! opts.udiag = -1; |
25053 | 568 %! ilu (A_tiny, opts); |
569 %!error <UDIAG must be 0 or 1> | |
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38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
570 %! opts.udiag = 0.5i; |
25053 | 571 %! ilu (A_tiny, opts); |
572 %!error <UDIAG must be 0 or 1> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
573 %! opts.udiag = []; |
25053 | 574 %! ilu (A_tiny, opts); |
575 | |
576 %!error <THRESH must be a scalar in the range \[0, 1\]> | |
577 %! clear opts; | |
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38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
578 %! opts.thresh = -1; |
25053 | 579 %! ilu (A_tiny, opts); |
580 %!error <THRESH must be a scalar in the range \[0, 1\]> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
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diff
changeset
|
581 %! opts.thresh = 0.5i; |
25053 | 582 %! ilu (A_tiny, opts); |
583 %!error <THRESH must be a scalar in the range \[0, 1\]> | |
19055
38937efbee21
Incorporate new functions ichol and ilu into Octave.
Rik <rik@octave.org>
parents:
19054
diff
changeset
|
584 %! opts.thresh = []; |
25053 | 585 %! ilu (A_tiny, opts); |