annotate liboctave/array/CMatrix.h @ 31204:a81fad5c9fef

idx_vector: Fix wrong length calculation (bug #62968). * liboctave/array/idx-vector.cc: Fix wrong calculation for m_len in (start, limit, step) constructor to account for incomplete intervals. * liboctave/array/idx-vector.h: Add comment to (start, limit, step) constructor.
author Maged Rifaat <magedrifaat@gmail.com>
date Sat, 27 Aug 2022 13:41:44 +0200
parents 796f54d4ddbf
children 597f3ee61a48
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1 ////////////////////////////////////////////////////////////////////////
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2 //
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3 // Copyright (C) 1994-2022 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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26 #if ! defined (octave_CMatrix_h)
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27 #define octave_CMatrix_h 1
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28
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29 #include "octave-config.h"
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30
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31 #include "CNDArray.h"
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32 #include "DET.h"
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33 #include "MArray.h"
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34 #include "MDiagArray2.h"
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35 #include "MatrixType.h"
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36 #include "mx-defs.h"
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37 #include "mx-op-decl.h"
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38 #include "oct-cmplx.h"
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40 class
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41 OCTAVE_API
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42 ComplexMatrix : public ComplexNDArray
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43 {
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44 public:
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45
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46 typedef ComplexColumnVector column_vector_type;
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47 typedef ComplexRowVector row_vector_type;
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48
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49 typedef ColumnVector real_column_vector_type;
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50 typedef RowVector real_row_vector_type;
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51
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52 typedef Matrix real_matrix_type;
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53 typedef ComplexMatrix complex_matrix_type;
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55 typedef DiagMatrix real_diag_matrix_type;
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56 typedef ComplexDiagMatrix complex_diag_matrix_type;
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57
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58 typedef double real_elt_type;
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59 typedef Complex complex_elt_type;
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60
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61 typedef void (*solve_singularity_handler) (double rcon);
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62
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63 ComplexMatrix (void) = default;
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65 ComplexMatrix (const ComplexMatrix& a) = default;
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67 ComplexMatrix& operator = (const ComplexMatrix& a) = default;
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69 ~ComplexMatrix (void) = default;
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70
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71 ComplexMatrix (octave_idx_type r, octave_idx_type c)
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72 : ComplexNDArray (dim_vector (r, c)) { }
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74 ComplexMatrix (octave_idx_type r, octave_idx_type c, const Complex& val)
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75 : ComplexNDArray (dim_vector (r, c), val) { }
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76
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77 ComplexMatrix (const dim_vector& dv) : ComplexNDArray (dv.redim (2)) { }
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79 ComplexMatrix (const dim_vector& dv, const Complex& val)
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80 : ComplexNDArray (dv.redim (2), val) { }
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82 template <typename U>
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83 ComplexMatrix (const MArray<U>& a) : ComplexNDArray (a.as_matrix ()) { }
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85 template <typename U>
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86 ComplexMatrix (const Array<U>& a) : ComplexNDArray (a.as_matrix ()) { }
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88 OCTAVE_API ComplexMatrix (const Matrix& re, const Matrix& im);
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90 explicit OCTAVE_API ComplexMatrix (const Matrix& a);
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92 explicit OCTAVE_API ComplexMatrix (const RowVector& rv);
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94 explicit OCTAVE_API ComplexMatrix (const ColumnVector& cv);
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96 explicit OCTAVE_API ComplexMatrix (const DiagMatrix& a);
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98 explicit OCTAVE_API ComplexMatrix (const MDiagArray2<double>& a);
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100 explicit OCTAVE_API ComplexMatrix (const DiagArray2<double>& a);
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102 explicit OCTAVE_API ComplexMatrix (const ComplexRowVector& rv);
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103
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104 explicit OCTAVE_API ComplexMatrix (const ComplexColumnVector& cv);
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105
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106 explicit OCTAVE_API ComplexMatrix (const ComplexDiagMatrix& a);
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108 explicit OCTAVE_API ComplexMatrix (const MDiagArray2<Complex>& a);
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110 explicit OCTAVE_API ComplexMatrix (const DiagArray2<Complex>& a);
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112 explicit OCTAVE_API ComplexMatrix (const boolMatrix& a);
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113
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114 explicit OCTAVE_API ComplexMatrix (const charMatrix& a);
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115
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116 OCTAVE_API bool operator == (const ComplexMatrix& a) const;
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117 OCTAVE_API bool operator != (const ComplexMatrix& a) const;
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118
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119 OCTAVE_API bool ishermitian (void) const;
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120
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121 // destructive insert/delete/reorder operations
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123 OCTAVE_API ComplexMatrix&
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124 insert (const Matrix& a, octave_idx_type r, octave_idx_type c);
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125 OCTAVE_API ComplexMatrix&
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126 insert (const RowVector& a, octave_idx_type r, octave_idx_type c);
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127 OCTAVE_API ComplexMatrix&
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128 insert (const ColumnVector& a, octave_idx_type r, octave_idx_type c);
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129 OCTAVE_API ComplexMatrix&
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130 insert (const DiagMatrix& a, octave_idx_type r, octave_idx_type c);
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131
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132 OCTAVE_API ComplexMatrix&
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133 insert (const ComplexMatrix& a, octave_idx_type r, octave_idx_type c);
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134 OCTAVE_API ComplexMatrix&
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135 insert (const ComplexRowVector& a, octave_idx_type r, octave_idx_type c);
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136 OCTAVE_API ComplexMatrix&
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137 insert (const ComplexColumnVector& a, octave_idx_type r, octave_idx_type c);
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138 OCTAVE_API ComplexMatrix&
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139 insert (const ComplexDiagMatrix& a, octave_idx_type r, octave_idx_type c);
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140
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141 OCTAVE_API ComplexMatrix& fill (double val);
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142 OCTAVE_API ComplexMatrix& fill (const Complex& val);
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143 OCTAVE_API ComplexMatrix&
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144 fill (double val, octave_idx_type r1, octave_idx_type c1,
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145 octave_idx_type r2, octave_idx_type c2);
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146 OCTAVE_API ComplexMatrix&
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147 fill (const Complex& val, octave_idx_type r1, octave_idx_type c1,
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148 octave_idx_type r2, octave_idx_type c2);
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149
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150 OCTAVE_API ComplexMatrix append (const Matrix& a) const;
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151 OCTAVE_API ComplexMatrix append (const RowVector& a) const;
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152 OCTAVE_API ComplexMatrix append (const ColumnVector& a) const;
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153 OCTAVE_API ComplexMatrix append (const DiagMatrix& a) const;
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154
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155 OCTAVE_API ComplexMatrix append (const ComplexMatrix& a) const;
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156 OCTAVE_API ComplexMatrix append (const ComplexRowVector& a) const;
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157 OCTAVE_API ComplexMatrix append (const ComplexColumnVector& a) const;
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158 OCTAVE_API ComplexMatrix append (const ComplexDiagMatrix& a) const;
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159
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160 OCTAVE_API ComplexMatrix stack (const Matrix& a) const;
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161 OCTAVE_API ComplexMatrix stack (const RowVector& a) const;
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162 OCTAVE_API ComplexMatrix stack (const ColumnVector& a) const;
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163 OCTAVE_API ComplexMatrix stack (const DiagMatrix& a) const;
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164
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165 OCTAVE_API ComplexMatrix stack (const ComplexMatrix& a) const;
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166 OCTAVE_API ComplexMatrix stack (const ComplexRowVector& a) const;
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167 OCTAVE_API ComplexMatrix stack (const ComplexColumnVector& a) const;
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168 OCTAVE_API ComplexMatrix stack (const ComplexDiagMatrix& a) const;
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169
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170 ComplexMatrix hermitian (void) const
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171 { return MArray<Complex>::hermitian (std::conj); }
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172 ComplexMatrix transpose (void) const
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173 { return MArray<Complex>::transpose (); }
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174
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175 friend OCTAVE_API ComplexMatrix conj (const ComplexMatrix& a);
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176
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177 // resize is the destructive equivalent for this one
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178
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179 OCTAVE_API ComplexMatrix
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180 extract (octave_idx_type r1, octave_idx_type c1,
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181 octave_idx_type r2, octave_idx_type c2) const;
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182
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183 OCTAVE_API ComplexMatrix
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184 extract_n (octave_idx_type r1, octave_idx_type c1,
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185 octave_idx_type nr, octave_idx_type nc) const;
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186
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187 // extract row or column i.
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188
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189 OCTAVE_API ComplexRowVector row (octave_idx_type i) const;
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190
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191 OCTAVE_API ComplexColumnVector column (octave_idx_type i) const;
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192
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193 void resize (octave_idx_type nr, octave_idx_type nc,
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194 const Complex& rfv = Complex (0))
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195 {
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196 MArray<Complex>::resize (dim_vector (nr, nc), rfv);
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197 }
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198
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199 private:
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200 ComplexMatrix tinverse (MatrixType& mattype, octave_idx_type& info,
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201 double& rcon, bool force, bool calc_cond) const;
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202
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203 ComplexMatrix finverse (MatrixType& mattype, octave_idx_type& info,
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204 double& rcon, bool force, bool calc_cond) const;
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205
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206 public:
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207 OCTAVE_API ComplexMatrix inverse (void) const;
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208 OCTAVE_API ComplexMatrix inverse (octave_idx_type& info) const;
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209 OCTAVE_API ComplexMatrix
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210 inverse (octave_idx_type& info, double& rcon,
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211 bool force = false, bool calc_cond = true) const;
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212
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213 OCTAVE_API ComplexMatrix inverse (MatrixType& mattype) const;
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214 OCTAVE_API ComplexMatrix
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215 inverse (MatrixType& mattype, octave_idx_type& info) const;
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216 OCTAVE_API ComplexMatrix
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217 inverse (MatrixType& mattype, octave_idx_type& info, double& rcon,
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218 bool force = false, bool calc_cond = true) const;
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219
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220 OCTAVE_API ComplexMatrix pseudo_inverse (double tol = 0.0) const;
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221
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222 OCTAVE_API ComplexMatrix fourier (void) const;
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223 OCTAVE_API ComplexMatrix ifourier (void) const;
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224
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225 OCTAVE_API ComplexMatrix fourier2d (void) const;
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226 OCTAVE_API ComplexMatrix ifourier2d (void) const;
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227
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228 OCTAVE_API ComplexDET determinant (void) const;
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229 OCTAVE_API ComplexDET determinant (octave_idx_type& info) const;
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230 OCTAVE_API ComplexDET
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231 determinant (octave_idx_type& info, double& rcon,
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232 bool calc_cond = true) const;
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233 OCTAVE_API ComplexDET
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234 determinant (MatrixType& mattype, octave_idx_type& info, double& rcon,
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235 bool calc_cond = true) const;
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236
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237 OCTAVE_API double rcond (void) const;
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238 OCTAVE_API double rcond (MatrixType& mattype) const;
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239
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240 private:
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241 // Upper triangular matrix solvers
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242 ComplexMatrix utsolve (MatrixType& mattype, const ComplexMatrix& b,
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243 octave_idx_type& info, double& rcon,
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244 solve_singularity_handler sing_handler,
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245 bool calc_cond = false,
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246 blas_trans_type transt = blas_no_trans) const;
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247
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248 // Lower triangular matrix solvers
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249 ComplexMatrix ltsolve (MatrixType& mattype, const ComplexMatrix& b,
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250 octave_idx_type& info, double& rcon,
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251 solve_singularity_handler sing_handler,
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252 bool calc_cond = false,
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253 blas_trans_type transt = blas_no_trans) const;
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254
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255 // Full matrix solvers (umfpack/cholesky)
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256 ComplexMatrix fsolve (MatrixType& mattype, const ComplexMatrix& b,
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257 octave_idx_type& info, double& rcon,
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258 solve_singularity_handler sing_handler,
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259 bool calc_cond = false) const;
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260
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261 public:
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262 // Generic interface to solver with no probing of type
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263 OCTAVE_API ComplexMatrix solve (MatrixType& mattype, const Matrix& b) const;
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264 OCTAVE_API ComplexMatrix
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265 solve (MatrixType& mattype, const Matrix& b, octave_idx_type& info) const;
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266 OCTAVE_API ComplexMatrix
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267 solve (MatrixType& mattype, const Matrix& b, octave_idx_type& info,
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268 double& rcon) const;
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269 OCTAVE_API ComplexMatrix
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270 solve (MatrixType& mattype, const Matrix& b, octave_idx_type& info,
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271 double& rcon, solve_singularity_handler sing_handler,
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272 bool singular_fallback = true,
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273 blas_trans_type transt = blas_no_trans) const;
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274
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275 OCTAVE_API ComplexMatrix
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276 solve (MatrixType& mattype, const ComplexMatrix& b) const;
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277 OCTAVE_API ComplexMatrix
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278 solve (MatrixType& mattype, const ComplexMatrix& b,
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279 octave_idx_type& info) const;
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280 OCTAVE_API ComplexMatrix
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281 solve (MatrixType& mattype, const ComplexMatrix& b, octave_idx_type& info,
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282 double& rcon) const;
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283 OCTAVE_API ComplexMatrix
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284 solve (MatrixType& mattype, const ComplexMatrix& b, octave_idx_type& info,
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285 double& rcon, solve_singularity_handler sing_handler,
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286 bool singular_fallback = true,
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287 blas_trans_type transt = blas_no_trans) const;
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288
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289 OCTAVE_API ComplexColumnVector
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290 solve (MatrixType& mattype, const ColumnVector& b) const;
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291 OCTAVE_API ComplexColumnVector
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292 solve (MatrixType& mattype, const ColumnVector& b,
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293 octave_idx_type& info) const;
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294 OCTAVE_API ComplexColumnVector
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295 solve (MatrixType& mattype, const ColumnVector& b,
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296 octave_idx_type& info, double& rcon) const;
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297 OCTAVE_API ComplexColumnVector
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298 solve (MatrixType& mattype, const ColumnVector& b, octave_idx_type& info,
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299 double& rcon, solve_singularity_handler sing_handler,
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300 blas_trans_type transt = blas_no_trans) const;
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301
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302 OCTAVE_API ComplexColumnVector
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303 solve (MatrixType& mattype, const ComplexColumnVector& b) const;
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304 OCTAVE_API ComplexColumnVector
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305 solve (MatrixType& mattype, const ComplexColumnVector& b,
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306 octave_idx_type& info) const;
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307 OCTAVE_API ComplexColumnVector
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308 solve (MatrixType& mattype, const ComplexColumnVector& b,
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309 octave_idx_type& info, double& rcon) const;
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310 OCTAVE_API ComplexColumnVector
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311 solve (MatrixType& mattype, const ComplexColumnVector& b,
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312 octave_idx_type& info, double& rcon,
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313 solve_singularity_handler sing_handler,
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314 blas_trans_type transt = blas_no_trans) const;
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315
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316 // Generic interface to solver with probing of type
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317 OCTAVE_API ComplexMatrix solve (const Matrix& b) const;
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318 OCTAVE_API ComplexMatrix
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319 solve (const Matrix& b, octave_idx_type& info) const;
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320 OCTAVE_API ComplexMatrix
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321 solve (const Matrix& b, octave_idx_type& info, double& rcon) const;
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322 OCTAVE_API ComplexMatrix
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323 solve (const Matrix& b, octave_idx_type& info, double& rcon,
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324 solve_singularity_handler sing_handler,
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325 blas_trans_type transt = blas_no_trans) const;
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326
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327 OCTAVE_API ComplexMatrix solve (const ComplexMatrix& b) const;
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328 OCTAVE_API ComplexMatrix
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329 solve (const ComplexMatrix& b, octave_idx_type& info) const;
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330 OCTAVE_API ComplexMatrix
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331 solve (const ComplexMatrix& b, octave_idx_type& info, double& rcon) const;
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332 OCTAVE_API ComplexMatrix
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333 solve (const ComplexMatrix& b, octave_idx_type& info, double& rcon,
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334 solve_singularity_handler sing_handler,
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335 blas_trans_type transt = blas_no_trans) const;
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336
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337 OCTAVE_API ComplexColumnVector solve (const ColumnVector& b) const;
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338 OCTAVE_API ComplexColumnVector
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339 solve (const ColumnVector& b, octave_idx_type& info) const;
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340 OCTAVE_API ComplexColumnVector
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341 solve (const ColumnVector& b, octave_idx_type& info, double& rcon) const;
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342 OCTAVE_API ComplexColumnVector
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343 solve (const ColumnVector& b, octave_idx_type& info, double& rcon,
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344 solve_singularity_handler sing_handler,
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345 blas_trans_type transt = blas_no_trans) const;
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346
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347 OCTAVE_API ComplexColumnVector solve (const ComplexColumnVector& b) const;
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348 OCTAVE_API ComplexColumnVector
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349 solve (const ComplexColumnVector& b, octave_idx_type& info) const;
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350 OCTAVE_API ComplexColumnVector
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351 solve (const ComplexColumnVector& b, octave_idx_type& info,
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352 double& rcon) const;
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353 OCTAVE_API ComplexColumnVector
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354 solve (const ComplexColumnVector& b, octave_idx_type& info, double& rcon,
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355 solve_singularity_handler sing_handler,
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diff changeset
356 blas_trans_type transt = blas_no_trans) const;
458
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357
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358 OCTAVE_API ComplexMatrix lssolve (const Matrix& b) const;
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359 OCTAVE_API ComplexMatrix
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360 lssolve (const Matrix& b, octave_idx_type& info) const;
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361 OCTAVE_API ComplexMatrix
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362 lssolve (const Matrix& b, octave_idx_type& info,
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363 octave_idx_type& rank) const;
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364 OCTAVE_API ComplexMatrix
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365 lssolve (const Matrix& b, octave_idx_type& info,
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366 octave_idx_type& rank, double& rcon) const;
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367
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368 OCTAVE_API ComplexMatrix lssolve (const ComplexMatrix& b) const;
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369 OCTAVE_API ComplexMatrix
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370 lssolve (const ComplexMatrix& b, octave_idx_type& info) const;
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371 OCTAVE_API ComplexMatrix
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372 lssolve (const ComplexMatrix& b, octave_idx_type& info,
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373 octave_idx_type& rank) const;
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374 OCTAVE_API ComplexMatrix
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375 lssolve (const ComplexMatrix& b, octave_idx_type& info,
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376 octave_idx_type& rank, double& rcon) const;
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377
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378 OCTAVE_API ComplexColumnVector lssolve (const ColumnVector& b) const;
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379 OCTAVE_API ComplexColumnVector
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380 lssolve (const ColumnVector& b, octave_idx_type& info) const;
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381 OCTAVE_API ComplexColumnVector
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382 lssolve (const ColumnVector& b, octave_idx_type& info,
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383 octave_idx_type& rank) const;
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384 OCTAVE_API ComplexColumnVector
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385 lssolve (const ColumnVector& b, octave_idx_type& info,
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386 octave_idx_type& rank, double& rcon) const;
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387
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388 OCTAVE_API ComplexColumnVector lssolve (const ComplexColumnVector& b) const;
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389 OCTAVE_API ComplexColumnVector
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390 lssolve (const ComplexColumnVector& b, octave_idx_type& info) const;
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391 OCTAVE_API ComplexColumnVector
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392 lssolve (const ComplexColumnVector& b, octave_idx_type& info,
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393 octave_idx_type& rank) const;
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394 OCTAVE_API ComplexColumnVector
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395 lssolve (const ComplexColumnVector& b, octave_idx_type& info,
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396 octave_idx_type& rank, double& rcon) const;
458
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397
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398 // matrix by diagonal matrix -> matrix operations
458
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399
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400 OCTAVE_API ComplexMatrix& operator += (const DiagMatrix& a);
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401 OCTAVE_API ComplexMatrix& operator -= (const DiagMatrix& a);
458
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402
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403 OCTAVE_API ComplexMatrix& operator += (const ComplexDiagMatrix& a);
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diff changeset
404 OCTAVE_API ComplexMatrix& operator -= (const ComplexDiagMatrix& a);
458
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405
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406 // matrix by matrix -> matrix operations
458
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407
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diff changeset
408 OCTAVE_API ComplexMatrix& operator += (const Matrix& a);
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diff changeset
409 OCTAVE_API ComplexMatrix& operator -= (const Matrix& a);
458
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410
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411 // other operations
458
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412
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413 OCTAVE_API boolMatrix all (int dim = -1) const;
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414 OCTAVE_API boolMatrix any (int dim = -1) const;
458
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415
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416 OCTAVE_API ComplexMatrix cumprod (int dim = -1) const;
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417 OCTAVE_API ComplexMatrix cumsum (int dim = -1) const;
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418 OCTAVE_API ComplexMatrix prod (int dim = -1) const;
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419 OCTAVE_API ComplexMatrix sum (int dim = -1) const;
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420 OCTAVE_API ComplexMatrix sumsq (int dim = -1) const;
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421 OCTAVE_API Matrix abs (void) const;
458
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422
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423 OCTAVE_API ComplexMatrix diag (octave_idx_type k = 0) const;
458
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424
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425 OCTAVE_API ComplexDiagMatrix
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426 diag (octave_idx_type m, octave_idx_type n) const;
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427
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428 OCTAVE_API bool row_is_real_only (octave_idx_type) const;
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429 OCTAVE_API bool column_is_real_only (octave_idx_type) const;
458
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430
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431 OCTAVE_API ComplexColumnVector row_min (void) const;
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432 OCTAVE_API ComplexColumnVector row_max (void) const;
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433
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434 OCTAVE_API ComplexColumnVector row_min (Array<octave_idx_type>& index) const;
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435 OCTAVE_API ComplexColumnVector row_max (Array<octave_idx_type>& index) const;
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436
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437 OCTAVE_API ComplexRowVector column_min (void) const;
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438 OCTAVE_API ComplexRowVector column_max (void) const;
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439
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440 OCTAVE_API ComplexRowVector column_min (Array<octave_idx_type>& index) const;
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diff changeset
441 OCTAVE_API ComplexRowVector column_max (Array<octave_idx_type>& index) const;
458
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442
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443 // i/o
458
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444
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diff changeset
445 friend OCTAVE_API std::ostream&
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446 operator << (std::ostream& os, const ComplexMatrix& a);
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diff changeset
447 friend OCTAVE_API std::istream&
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448 operator >> (std::istream& is, ComplexMatrix& a);
458
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449 };
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450
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451 extern OCTAVE_API ComplexMatrix conj (const ComplexMatrix& a);
a1ae2aae903e abs,real,imag,conj: use code from mx-inlines rather than the generic map
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diff changeset
452
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453 // column vector by row vector -> matrix operations
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454
6108
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455 extern OCTAVE_API ComplexMatrix
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diff changeset
456 operator * (const ColumnVector& a, const ComplexRowVector& b);
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diff changeset
457
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458 extern OCTAVE_API ComplexMatrix
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diff changeset
459 operator * (const ComplexColumnVector& a, const RowVector& b);
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460
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461 extern OCTAVE_API ComplexMatrix
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462 operator * (const ComplexColumnVector& a, const ComplexRowVector& b);
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463
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464 extern OCTAVE_API ComplexMatrix
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465 Givens (const Complex&, const Complex&);
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diff changeset
466
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467 extern OCTAVE_API ComplexMatrix
5508
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diff changeset
468 Sylvester (const ComplexMatrix&, const ComplexMatrix&, const ComplexMatrix&);
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diff changeset
469
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diff changeset
470 extern OCTAVE_API ComplexMatrix
9665
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diff changeset
471 xgemm (const ComplexMatrix& a, const ComplexMatrix& b,
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diff changeset
472 blas_trans_type transa = blas_no_trans,
9665
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Jaroslav Hajek <highegg@gmail.com>
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diff changeset
473 blas_trans_type transb = blas_no_trans);
7800
5861b95e9879 support for compound operators, implement trans_mul, mul_trans, herm_mul and mul_herm
Jaroslav Hajek <highegg@gmail.com>
parents: 7789
diff changeset
474
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475 extern OCTAVE_API ComplexMatrix operator * (const Matrix&,
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476 const ComplexMatrix&);
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477 extern OCTAVE_API ComplexMatrix operator * (const ComplexMatrix&,
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478 const Matrix&);
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479 extern OCTAVE_API ComplexMatrix operator * (const ComplexMatrix&,
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480 const ComplexMatrix&);
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481
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482 extern OCTAVE_API ComplexMatrix min (const Complex& c, const ComplexMatrix& m);
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483 extern OCTAVE_API ComplexMatrix min (const ComplexMatrix& m, const Complex& c);
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484 extern OCTAVE_API ComplexMatrix min (const ComplexMatrix& a,
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485 const ComplexMatrix& b);
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486
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487 extern OCTAVE_API ComplexMatrix max (const Complex& c, const ComplexMatrix& m);
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488 extern OCTAVE_API ComplexMatrix max (const ComplexMatrix& m, const Complex& c);
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489 extern OCTAVE_API ComplexMatrix max (const ComplexMatrix& a,
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490 const ComplexMatrix& b);
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491
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492 extern OCTAVE_API ComplexMatrix linspace (const ComplexColumnVector& x1,
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493 const ComplexColumnVector& x2,
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494 octave_idx_type n);
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495
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496 MS_CMP_OP_DECLS (ComplexMatrix, Complex, OCTAVE_API)
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497 MS_BOOL_OP_DECLS (ComplexMatrix, Complex, OCTAVE_API)
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498
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499 SM_CMP_OP_DECLS (Complex, ComplexMatrix, OCTAVE_API)
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500 SM_BOOL_OP_DECLS (Complex, ComplexMatrix, OCTAVE_API)
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501
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502 MM_CMP_OP_DECLS (ComplexMatrix, ComplexMatrix, OCTAVE_API)
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503 MM_BOOL_OP_DECLS (ComplexMatrix, ComplexMatrix, OCTAVE_API)
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504
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505 MARRAY_FORWARD_DEFS (MArray, ComplexMatrix, Complex)
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506
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507 #endif