annotate liboctave/dSparse.h @ 9812:f80c566bc751

improve unary mapper system
author Jaroslav Hajek <highegg@gmail.com>
date Thu, 12 Nov 2009 15:47:58 +0100
parents a5035bc7fbfb
children aabf7a8c2e57
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1 /*
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2
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John W. Eaton <jwe@octave.org>
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3 Copyright (C) 2004, 2005, 2006, 2007, 2008, 2009 David Bateman
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4 Copyright (C) 1998, 1999, 2000, 2001, 2002, 2003, 2004 Andy Adler
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5
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6 This file is part of Octave.
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7
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8 Octave is free software; you can redistribute it and/or modify it
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9 under the terms of the GNU General Public License as published by the
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10 Free Software Foundation; either version 3 of the License, or (at your
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11 option) any later version.
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12
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13 Octave is distributed in the hope that it will be useful, but WITHOUT
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14 ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
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15 FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
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16 for more details.
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17
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18 You should have received a copy of the GNU General Public License
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19 along with Octave; see the file COPYING. If not, see
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20 <http://www.gnu.org/licenses/>.
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21
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22 */
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23
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24 #if !defined (octave_dSparse_h)
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25 #define octave_dSparse_h 1
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26
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27 #include "dMatrix.h"
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28 #include "dNDArray.h"
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29 #include "CMatrix.h"
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30 #include "dColVector.h"
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31 #include "CColVector.h"
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32
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33 #include "DET.h"
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34 #include "MSparse.h"
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35 #include "MSparse-defs.h"
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36 #include "Sparse-op-defs.h"
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37 #include "MatrixType.h"
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38
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39 class PermMatrix;
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40 class DiagMatrix;
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41 class SparseComplexMatrix;
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42 class SparseBoolMatrix;
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43
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44 class
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45 OCTAVE_API
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46 SparseMatrix : public MSparse<double>
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47 {
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48 public:
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49
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50 typedef void (*solve_singularity_handler) (double rcond);
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51
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52 SparseMatrix (void) : MSparse<double> () { }
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53
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54 SparseMatrix (octave_idx_type r, octave_idx_type c) : MSparse<double> (r, c) { }
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55
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56 SparseMatrix (const dim_vector& dv, octave_idx_type nz = 0) :
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57 MSparse<double> (dv, nz) { }
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58
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59 explicit SparseMatrix (octave_idx_type r, octave_idx_type c, double val)
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60 : MSparse<double> (r, c, val) { }
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61
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62 SparseMatrix (const SparseMatrix& a) : MSparse<double> (a) { }
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63
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64 SparseMatrix (const SparseMatrix& a, const dim_vector& dv)
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65 : MSparse<double> (a, dv) { }
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66
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67 SparseMatrix (const MSparse<double>& a) : MSparse<double> (a) { }
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68
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69 explicit SparseMatrix (const SparseBoolMatrix& a);
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70
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71 explicit SparseMatrix (const Matrix& a) : MSparse<double> (a) { }
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72
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73 explicit SparseMatrix (const NDArray& a) : MSparse<double> (a) { }
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75 explicit SparseMatrix (const Array<double> a, const Array<octave_idx_type>& r,
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76 const Array<octave_idx_type>& c, octave_idx_type nr = -1,
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77 octave_idx_type nc = -1, bool sum_terms = true)
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78 : MSparse<double> (a, r, c, nr, nc, sum_terms) { }
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79
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80 explicit SparseMatrix (const Array<double> a, const Array<double>& r,
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81 const Array<double>& c, octave_idx_type nr = -1,
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82 octave_idx_type nc = -1, bool sum_terms = true)
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83 : MSparse<double> (a, r, c, nr, nc, sum_terms) { }
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84
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85 explicit SparseMatrix (const DiagMatrix& a);
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86
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87 explicit SparseMatrix (const PermMatrix& a);
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88
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89 SparseMatrix (octave_idx_type r, octave_idx_type c, octave_idx_type num_nz) : MSparse<double> (r, c, num_nz) { }
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90
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91 SparseMatrix& operator = (const SparseMatrix& a)
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92 {
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93 MSparse<double>::operator = (a);
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94 return *this;
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95 }
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96
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97 bool operator == (const SparseMatrix& a) const;
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98 bool operator != (const SparseMatrix& a) const;
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99
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100 bool is_symmetric (void) const;
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101
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102 SparseMatrix max (int dim = -1) const;
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103 SparseMatrix max (Array<octave_idx_type>& index, int dim = -1) const;
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104 SparseMatrix min (int dim = -1) const;
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105 SparseMatrix min (Array<octave_idx_type>& index, int dim = -1) const;
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106
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107 // destructive insert/delete/reorder operations
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108
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109 SparseMatrix& insert (const SparseMatrix& a, octave_idx_type r, octave_idx_type c);
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110
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111 SparseMatrix& insert (const SparseMatrix& a, const Array<octave_idx_type>& indx);
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112
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113 SparseMatrix concat (const SparseMatrix& rb, const Array<octave_idx_type>& ra_idx);
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114 SparseComplexMatrix concat (const SparseComplexMatrix& rb,
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115 const Array<octave_idx_type>& ra_idx);
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116
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117 friend OCTAVE_API SparseMatrix real (const SparseComplexMatrix& a);
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118 friend OCTAVE_API SparseMatrix imag (const SparseComplexMatrix& a);
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119
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120 friend OCTAVE_API SparseMatrix atan2 (const double& x, const SparseMatrix& y);
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121 friend OCTAVE_API SparseMatrix atan2 (const SparseMatrix& x, const double& y);
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122 friend OCTAVE_API SparseMatrix atan2 (const SparseMatrix& x, const SparseMatrix& y);
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123
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124 SparseMatrix transpose (void) const
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125 {
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126 return MSparse<double>::transpose ();
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127 }
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128 SparseMatrix hermitian (void) const { return transpose (); }
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129
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130 // extract row or column i.
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131
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132 RowVector row (octave_idx_type i) const;
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133
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134 ColumnVector column (octave_idx_type i) const;
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135
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136 private:
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137 SparseMatrix dinverse (MatrixType &mattyp, octave_idx_type& info,
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138 double& rcond, const bool force = false,
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139 const bool calccond = true) const;
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140
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141 SparseMatrix tinverse (MatrixType &mattyp, octave_idx_type& info,
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142 double& rcond, const bool force = false,
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143 const bool calccond = true) const;
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144
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145 public:
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146 SparseMatrix inverse (void) const;
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147 SparseMatrix inverse (MatrixType& mattype) const;
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148 SparseMatrix inverse (MatrixType& mattype, octave_idx_type& info) const;
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149 SparseMatrix inverse (MatrixType& mattype, octave_idx_type& info,
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150 double& rcond, int force = 0, int calc_cond = 1) const;
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151
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152 DET determinant (void) const;
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153 DET determinant (octave_idx_type& info) const;
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154 DET determinant (octave_idx_type& info, double& rcond, int calc_cond = 1) const;
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155
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156 private:
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157 // Diagonal matrix solvers
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158 Matrix dsolve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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159 double& rcond, solve_singularity_handler sing_handler,
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160 bool calc_cond = false) const;
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161
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162 ComplexMatrix dsolve (MatrixType &typ, const ComplexMatrix& b,
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163 octave_idx_type& info, double& rcond,
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164 solve_singularity_handler sing_handler,
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165 bool calc_cond = false) const;
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166
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167 SparseMatrix dsolve (MatrixType &typ, const SparseMatrix& b,
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168 octave_idx_type& info, double& rcond,
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169 solve_singularity_handler sing_handler,
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170 bool calc_cond = false) const;
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171
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172 SparseComplexMatrix dsolve (MatrixType &typ, const SparseComplexMatrix& b,
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173 octave_idx_type& info, double& rcond,
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174 solve_singularity_handler sing_handler,
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175 bool calc_cond = false) const;
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176
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177 // Upper triangular matrix solvers
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178 Matrix utsolve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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179 double& rcond, solve_singularity_handler sing_handler,
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180 bool calc_cond = false) const;
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181
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182 ComplexMatrix utsolve (MatrixType &typ, const ComplexMatrix& b,
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183 octave_idx_type& info, double& rcond,
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184 solve_singularity_handler sing_handler,
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185 bool calc_cond = false) const;
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186
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187 SparseMatrix utsolve (MatrixType &typ, const SparseMatrix& b,
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188 octave_idx_type& info, double& rcond,
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189 solve_singularity_handler sing_handler,
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190 bool calc_cond = false) const;
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191
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192 SparseComplexMatrix utsolve (MatrixType &typ, const SparseComplexMatrix& b,
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193 octave_idx_type& info, double& rcond,
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194 solve_singularity_handler sing_handler,
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195 bool calc_cond = false) const;
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196
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197 // Lower triangular matrix solvers
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198 Matrix ltsolve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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199 double& rcond, solve_singularity_handler sing_handler,
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200 bool calc_cond = false) const;
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201
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202 ComplexMatrix ltsolve (MatrixType &typ, const ComplexMatrix& b,
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203 octave_idx_type& info, double& rcond,
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204 solve_singularity_handler sing_handler,
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205 bool calc_cond = false) const;
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206
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207 SparseMatrix ltsolve (MatrixType &typ, const SparseMatrix& b,
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208 octave_idx_type& info, double& rcond,
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209 solve_singularity_handler sing_handler,
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210 bool calc_cond = false) const;
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211
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212 SparseComplexMatrix ltsolve (MatrixType &typ, const SparseComplexMatrix& b,
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213 octave_idx_type& info, double& rcond,
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214 solve_singularity_handler sing_handler,
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215 bool calc_cond = false) const;
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216
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217 // Tridiagonal matrix solvers
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218 Matrix trisolve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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219 double& rcond, solve_singularity_handler sing_handler,
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220 bool calc_cond = false) const;
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221
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222 ComplexMatrix trisolve (MatrixType &typ, const ComplexMatrix& b,
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223 octave_idx_type& info, double& rcond,
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224 solve_singularity_handler sing_handler,
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225 bool calc_cond = false) const;
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226
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227 SparseMatrix trisolve (MatrixType &typ, const SparseMatrix& b,
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228 octave_idx_type& info, double& rcond,
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229 solve_singularity_handler sing_handler,
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230 bool calc_cond = false) const;
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231
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232 SparseComplexMatrix trisolve (MatrixType &typ, const SparseComplexMatrix& b,
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233 octave_idx_type& info, double& rcond,
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234 solve_singularity_handler sing_handler,
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235 bool calc_cond = false) const;
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236
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237 // Banded matrix solvers (umfpack/cholesky)
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238 Matrix bsolve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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239 double& rcond, solve_singularity_handler sing_handler,
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240 bool calc_cond = false) const;
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241
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242 ComplexMatrix bsolve (MatrixType &typ, const ComplexMatrix& b,
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243 octave_idx_type& info, double& rcond,
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244 solve_singularity_handler sing_handler,
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245 bool calc_cond = false) const;
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246
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247 SparseMatrix bsolve (MatrixType &typ, const SparseMatrix& b,
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248 octave_idx_type& info, double& rcond,
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249 solve_singularity_handler sing_handler,
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250 bool calc_cond = false) const;
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251
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252 SparseComplexMatrix bsolve (MatrixType &typ, const SparseComplexMatrix& b,
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253 octave_idx_type& info, double& rcond,
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254 solve_singularity_handler sing_handler,
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255 bool calc_cond = false) const;
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256
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257 // Full matrix solvers (umfpack/cholesky)
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258 void * factorize (octave_idx_type& err, double &rcond, Matrix &Control,
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259 Matrix &Info, solve_singularity_handler sing_handler,
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260 bool calc_cond = false) const;
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261
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262 Matrix fsolve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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263 double& rcond, solve_singularity_handler sing_handler,
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264 bool calc_cond = false) const;
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265
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266 ComplexMatrix fsolve (MatrixType &typ, const ComplexMatrix& b,
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267 octave_idx_type& info, double& rcond,
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268 solve_singularity_handler sing_handler,
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269 bool calc_cond = false) const;
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270
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271 SparseMatrix fsolve (MatrixType &typ, const SparseMatrix& b,
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272 octave_idx_type& info, double& rcond,
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273 solve_singularity_handler sing_handler,
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274 bool calc_cond = false) const;
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275
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276 SparseComplexMatrix fsolve (MatrixType &typ, const SparseComplexMatrix& b,
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277 octave_idx_type& info, double& rcond,
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278 solve_singularity_handler sing_handler,
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279 bool calc_cond = false) const;
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280
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281 public:
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282 // Generic interface to solver with no probing of type
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283 Matrix solve (MatrixType &typ, const Matrix& b) const;
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284 Matrix solve (MatrixType &typ, const Matrix& b, octave_idx_type& info) const;
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285 Matrix solve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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286 double& rcond) const;
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287 Matrix solve (MatrixType &typ, const Matrix& b, octave_idx_type& info,
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288 double& rcond, solve_singularity_handler sing_handler,
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289 bool singular_fallback = true) const;
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290
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291 ComplexMatrix solve (MatrixType &typ, const ComplexMatrix& b) const;
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292 ComplexMatrix solve (MatrixType &typ, const ComplexMatrix& b,
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293 octave_idx_type& info) const;
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294 ComplexMatrix solve (MatrixType &typ, const ComplexMatrix& b,
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295 octave_idx_type& info, double& rcond) const;
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296 ComplexMatrix solve (MatrixType &typ, const ComplexMatrix& b,
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297 octave_idx_type& info, double& rcond,
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298 solve_singularity_handler sing_handler,
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299 bool singular_fallback = true) const;
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300
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301 SparseMatrix solve (MatrixType &typ, const SparseMatrix& b) const;
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302 SparseMatrix solve (MatrixType &typ, const SparseMatrix& b,
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303 octave_idx_type& info) const;
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304 SparseMatrix solve (MatrixType &typ, const SparseMatrix& b,
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305 octave_idx_type& info, double& rcond) const;
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306 SparseMatrix solve (MatrixType &typ, const SparseMatrix& b,
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307 octave_idx_type& info, double& rcond,
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308 solve_singularity_handler sing_handler,
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309 bool singular_fallback = true) const;
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310
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311 SparseComplexMatrix solve (MatrixType &typ,
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312 const SparseComplexMatrix& b) const;
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313 SparseComplexMatrix solve (MatrixType &typ, const SparseComplexMatrix& b,
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314 octave_idx_type& info) const;
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315 SparseComplexMatrix solve (MatrixType &typ, const SparseComplexMatrix& b,
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316 octave_idx_type& info, double& rcond) const;
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317 SparseComplexMatrix solve (MatrixType &typ, const SparseComplexMatrix& b,
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318 octave_idx_type& info, double& rcond,
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319 solve_singularity_handler sing_handler,
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320 bool singular_fallabck = true) const;
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321
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322 ColumnVector solve (MatrixType &typ, const ColumnVector& b) const;
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323 ColumnVector solve (MatrixType &typ, const ColumnVector& b,
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324 octave_idx_type& info) const;
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325 ColumnVector solve (MatrixType &typ, const ColumnVector& b,
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326 octave_idx_type& info, double& rcond) const;
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327 ColumnVector solve (MatrixType &typ, const ColumnVector& b,
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328 octave_idx_type& info, double& rcond,
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329 solve_singularity_handler sing_handler) const;
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330
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331 ComplexColumnVector solve (MatrixType &typ,
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332 const ComplexColumnVector& b) const;
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333 ComplexColumnVector solve (MatrixType &typ, const ComplexColumnVector& b,
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334 octave_idx_type& info) const;
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335 ComplexColumnVector solve (MatrixType &typ, const ComplexColumnVector& b,
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336 octave_idx_type& info, double& rcond) const;
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337 ComplexColumnVector solve (MatrixType &typ, const ComplexColumnVector& b,
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338 octave_idx_type& info, double& rcond,
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339 solve_singularity_handler sing_handler) const;
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340
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341 // Generic interface to solver with probing of type
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342 Matrix solve (const Matrix& b) const;
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343 Matrix solve (const Matrix& b, octave_idx_type& info) const;
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344 Matrix solve (const Matrix& b, octave_idx_type& info, double& rcond) const;
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345 Matrix solve (const Matrix& b, octave_idx_type& info, double& rcond,
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346 solve_singularity_handler sing_handler) const;
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347
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348 ComplexMatrix solve (const ComplexMatrix& b) const;
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349 ComplexMatrix solve (const ComplexMatrix& b, octave_idx_type& info) const;
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350 ComplexMatrix solve (const ComplexMatrix& b, octave_idx_type& info,
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351 double& rcond) const;
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352 ComplexMatrix solve (const ComplexMatrix& b, octave_idx_type& info, double& rcond,
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353 solve_singularity_handler sing_handler) const;
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354
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355 SparseMatrix solve (const SparseMatrix& b) const;
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356 SparseMatrix solve (const SparseMatrix& b, octave_idx_type& info) const;
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357 SparseMatrix solve (const SparseMatrix& b, octave_idx_type& info,
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358 double& rcond) const;
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359 SparseMatrix solve (const SparseMatrix& b, octave_idx_type& info, double& rcond,
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360 solve_singularity_handler sing_handler) const;
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361
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362 SparseComplexMatrix solve (const SparseComplexMatrix& b) const;
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363 SparseComplexMatrix solve (const SparseComplexMatrix& b, octave_idx_type& info) const;
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364 SparseComplexMatrix solve (const SparseComplexMatrix& b, octave_idx_type& info,
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365 double& rcond) const;
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366 SparseComplexMatrix solve (const SparseComplexMatrix& b, octave_idx_type& info,
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367 double& rcond,
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368 solve_singularity_handler sing_handler) const;
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369
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370 ColumnVector solve (const ColumnVector& b) const;
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371 ColumnVector solve (const ColumnVector& b, octave_idx_type& info) const;
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372 ColumnVector solve (const ColumnVector& b, octave_idx_type& info, double& rcond) const;
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373 ColumnVector solve (const ColumnVector& b, octave_idx_type& info, double& rcond,
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374 solve_singularity_handler sing_handler) const;
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375
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376 ComplexColumnVector solve (const ComplexColumnVector& b) const;
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377 ComplexColumnVector solve (const ComplexColumnVector& b, octave_idx_type& info) const;
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378 ComplexColumnVector solve (const ComplexColumnVector& b, octave_idx_type& info,
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379 double& rcond) const;
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380 ComplexColumnVector solve (const ComplexColumnVector& b, octave_idx_type& info,
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381 double& rcond,
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382 solve_singularity_handler sing_handler) const;
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383
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384 // other operations
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385
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386 bool any_element_is_negative (bool = false) const;
7922
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387 bool any_element_is_nan (void) const;
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388 bool any_element_is_inf_or_nan (void) const;
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389 bool all_elements_are_zero (void) const;
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390 bool all_elements_are_int_or_inf_or_nan (void) const;
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391 bool all_integers (double& max_val, double& min_val) const;
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392 bool too_large_for_float (void) const;
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393
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394 SparseBoolMatrix operator ! (void) const;
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395
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396 SparseBoolMatrix all (int dim = -1) const;
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397 SparseBoolMatrix any (int dim = -1) const;
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398
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399 SparseMatrix cumprod (int dim = -1) const;
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400 SparseMatrix cumsum (int dim = -1) const;
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401 SparseMatrix prod (int dim = -1) const;
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402 SparseMatrix sum (int dim = -1) const;
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403 SparseMatrix sumsq (int dim = -1) const;
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404 SparseMatrix abs (void) const;
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405
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406 SparseMatrix diag (octave_idx_type k = 0) const;
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407
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408 Matrix matrix_value (void) const;
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409
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410 SparseMatrix squeeze (void) const;
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411
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412 SparseMatrix index (idx_vector& i, int resize_ok) const;
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413
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414 SparseMatrix index (idx_vector& i, idx_vector& j, int resize_ok) const;
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415
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416 SparseMatrix index (Array<idx_vector>& ra_idx, int resize_ok) const;
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417
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418 SparseMatrix reshape (const dim_vector& new_dims) const;
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419
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420 SparseMatrix permute (const Array<octave_idx_type>& vec, bool inv = false) const;
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421
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422 SparseMatrix ipermute (const Array<octave_idx_type>& vec) const;
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423
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424 // i/o
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425
6108
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426 friend OCTAVE_API std::ostream& operator << (std::ostream& os, const SparseMatrix& a);
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427 friend OCTAVE_API std::istream& operator >> (std::istream& is, SparseMatrix& a);
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8c32f95c2639 convert mapper functions to new format
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428
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429 };
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430
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431 // Publish externally used friend functions.
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432
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433 extern OCTAVE_API SparseMatrix real (const SparseComplexMatrix& a);
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434 extern OCTAVE_API SparseMatrix imag (const SparseComplexMatrix& a);
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435
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436 // Other operators.
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437
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438 extern OCTAVE_API SparseMatrix operator * (const SparseMatrix& a,
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439 const SparseMatrix& b);
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440 extern OCTAVE_API Matrix operator * (const Matrix& a,
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441 const SparseMatrix& b);
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442 extern OCTAVE_API Matrix mul_trans (const Matrix& a,
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443 const SparseMatrix& b);
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444 extern OCTAVE_API Matrix operator * (const SparseMatrix& a,
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445 const Matrix& b);
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446 extern OCTAVE_API Matrix trans_mul (const SparseMatrix& a,
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447 const Matrix& b);
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448
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449 extern OCTAVE_API SparseMatrix operator * (const DiagMatrix&, const SparseMatrix&);
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450 extern OCTAVE_API SparseMatrix operator * (const SparseMatrix&, const DiagMatrix&);
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451
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Jason Riedy <jason@acm.org>
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452 extern OCTAVE_API SparseMatrix operator + (const DiagMatrix&, const SparseMatrix&);
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453 extern OCTAVE_API SparseMatrix operator + (const SparseMatrix&, const DiagMatrix&);
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454 extern OCTAVE_API SparseMatrix operator - (const DiagMatrix&, const SparseMatrix&);
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455 extern OCTAVE_API SparseMatrix operator - (const SparseMatrix&, const DiagMatrix&);
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Jason Riedy <jason@acm.org>
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456
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Jason Riedy <jason@acm.org>
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457 extern OCTAVE_API SparseMatrix operator * (const PermMatrix&, const SparseMatrix&);
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458 extern OCTAVE_API SparseMatrix operator * (const SparseMatrix&, const PermMatrix&);
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459
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460 extern OCTAVE_API SparseMatrix min (double d, const SparseMatrix& m);
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461 extern OCTAVE_API SparseMatrix min (const SparseMatrix& m, double d);
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462 extern OCTAVE_API SparseMatrix min (const SparseMatrix& a, const SparseMatrix& b);
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463
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464 extern OCTAVE_API SparseMatrix max (double d, const SparseMatrix& m);
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465 extern OCTAVE_API SparseMatrix max (const SparseMatrix& m, double d);
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466 extern OCTAVE_API SparseMatrix max (const SparseMatrix& a, const SparseMatrix& b);
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467
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468 SPARSE_SMS_CMP_OP_DECLS (SparseMatrix, double, OCTAVE_API)
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469 SPARSE_SMS_BOOL_OP_DECLS (SparseMatrix, double, OCTAVE_API)
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470
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471 SPARSE_SSM_CMP_OP_DECLS (double, SparseMatrix, OCTAVE_API)
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472 SPARSE_SSM_BOOL_OP_DECLS (double, SparseMatrix, OCTAVE_API)
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473
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474 SPARSE_SMSM_CMP_OP_DECLS (SparseMatrix, SparseMatrix, OCTAVE_API)
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475 SPARSE_SMSM_BOOL_OP_DECLS (SparseMatrix, SparseMatrix, OCTAVE_API)
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476
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477 SPARSE_FORWARD_DEFS (MSparse, SparseMatrix, Matrix, double)
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478
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479 #ifdef IDX_TYPE_LONG
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480 #define UMFPACK_DNAME(name) umfpack_dl_ ## name
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481 #else
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482 #define UMFPACK_DNAME(name) umfpack_di_ ## name
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483 #endif
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484
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485 #endif
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486
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487 /*
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488 ;;; Local Variables: ***
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489 ;;; mode: C++ ***
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490 ;;; End: ***
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491 */