Mercurial > octave
annotate liboctave/array/dSparse.h @ 27919:1891570abac8
update Octave Project Developers copyright for the new year
In files that have the "Octave Project Developers" copyright notice,
update for 2020.
author | John W. Eaton <jwe@octave.org> |
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date | Mon, 06 Jan 2020 22:29:51 -0500 |
parents | b442ec6dda5c |
children | bd51beb6205e |
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5164 | 1 /* |
2 | |
27919
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update Octave Project Developers copyright for the new year
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3 Copyright (C) 1998-2020 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 distribution |
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6 or <https://octave.org/COPYRIGHT.html/>. |
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7 |
7016 | 8 |
9 This file is part of Octave. | |
5164 | 10 |
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11 Octave is free software: you can redistribute it and/or modify it |
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12 under the terms of the GNU General Public License as published by |
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13 the Free Software Foundation, either version 3 of the License, or |
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14 (at your option) any later version. |
5164 | 15 |
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16 Octave is distributed in the hope that it will be useful, but |
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17 WITHOUT ANY WARRANTY; without even the implied warranty of |
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18 MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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19 GNU General Public License for more details. |
5164 | 20 |
21 You should have received a copy of the GNU General Public License | |
7016 | 22 along with Octave; see the file COPYING. If not, see |
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23 <https://www.gnu.org/licenses/>. |
5164 | 24 |
25 */ | |
26 | |
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27 #if ! defined (octave_dSparse_h) |
5164 | 28 #define octave_dSparse_h 1 |
29 | |
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30 #include "octave-config.h" |
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31 |
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32 #include "CColVector.h" |
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33 #include "CMatrix.h" |
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34 #include "DET.h" |
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35 #include "MSparse.h" |
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36 #include "MatrixType.h" |
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37 #include "Sparse-op-decls.h" |
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38 #include "dColVector.h" |
5164 | 39 #include "dMatrix.h" |
40 #include "dNDArray.h" | |
41 | |
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42 class PermMatrix; |
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43 class DiagMatrix; |
5164 | 44 class SparseComplexMatrix; |
45 class SparseBoolMatrix; | |
46 | |
47 class | |
6108 | 48 OCTAVE_API |
5164 | 49 SparseMatrix : public MSparse<double> |
50 { | |
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51 public: |
5164 | 52 |
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53 // Corresponding dense matrix type for this sparse matrix type. |
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54 typedef Matrix dense_matrix_type; |
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55 |
5164 | 56 typedef void (*solve_singularity_handler) (double rcond); |
57 | |
58 SparseMatrix (void) : MSparse<double> () { } | |
59 | |
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60 SparseMatrix (octave_idx_type r, octave_idx_type c) |
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61 : MSparse<double> (r, c) { } |
5164 | 62 |
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63 SparseMatrix (const dim_vector& dv, octave_idx_type nz = 0) : |
6823 | 64 MSparse<double> (dv, nz) { } |
65 | |
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66 explicit SparseMatrix (octave_idx_type r, octave_idx_type c, double val) |
5164 | 67 : MSparse<double> (r, c, val) { } |
68 | |
69 SparseMatrix (const SparseMatrix& a) : MSparse<double> (a) { } | |
70 | |
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71 SparseMatrix (const SparseMatrix& a, const dim_vector& dv) |
5164 | 72 : MSparse<double> (a, dv) { } |
73 | |
74 SparseMatrix (const MSparse<double>& a) : MSparse<double> (a) { } | |
75 | |
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76 SparseMatrix (const Sparse<double>& a) : MSparse<double> (a) { } |
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77 |
5164 | 78 explicit SparseMatrix (const SparseBoolMatrix& a); |
79 | |
80 explicit SparseMatrix (const Matrix& a) : MSparse<double> (a) { } | |
81 | |
82 explicit SparseMatrix (const NDArray& a) : MSparse<double> (a) { } | |
83 | |
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84 SparseMatrix (const Array<double>& a, const idx_vector& r, |
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85 const idx_vector& c, octave_idx_type nr = -1, |
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86 octave_idx_type nc = -1, bool sum_terms = true, |
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87 octave_idx_type nzm = -1) |
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88 : MSparse<double> (a, r, c, nr, nc, sum_terms, nzm) { } |
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89 |
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90 explicit SparseMatrix (const DiagMatrix& a); |
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91 |
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92 explicit SparseMatrix (const PermMatrix& a) : MSparse<double>(a) { } |
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93 |
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94 SparseMatrix (octave_idx_type r, octave_idx_type c, |
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95 octave_idx_type num_nz) : MSparse<double> (r, c, num_nz) { } |
5164 | 96 |
97 SparseMatrix& operator = (const SparseMatrix& a) | |
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98 { |
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99 MSparse<double>::operator = (a); |
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100 return *this; |
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101 } |
5164 | 102 |
103 bool operator == (const SparseMatrix& a) const; | |
104 bool operator != (const SparseMatrix& a) const; | |
105 | |
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106 bool issymmetric (void) const; |
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107 |
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108 SparseMatrix max (int dim = -1) const; |
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109 SparseMatrix max (Array<octave_idx_type>& index, int dim = -1) const; |
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110 SparseMatrix min (int dim = -1) const; |
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111 SparseMatrix min (Array<octave_idx_type>& index, int dim = -1) const; |
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112 |
5164 | 113 // destructive insert/delete/reorder operations |
114 | |
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115 SparseMatrix& insert (const SparseMatrix& a, octave_idx_type r, |
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116 octave_idx_type c); |
5164 | 117 |
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118 SparseMatrix& insert (const SparseMatrix& a, |
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119 const Array<octave_idx_type>& indx); |
6823 | 120 |
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121 SparseMatrix concat (const SparseMatrix& rb, |
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122 const Array<octave_idx_type>& ra_idx); |
5164 | 123 SparseComplexMatrix concat (const SparseComplexMatrix& rb, |
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124 const Array<octave_idx_type>& ra_idx); |
5164 | 125 |
6108 | 126 friend OCTAVE_API SparseMatrix real (const SparseComplexMatrix& a); |
127 friend OCTAVE_API SparseMatrix imag (const SparseComplexMatrix& a); | |
5164 | 128 |
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129 SparseMatrix transpose (void) const |
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130 { |
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131 return MSparse<double>::transpose (); |
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132 } |
5506 | 133 SparseMatrix hermitian (void) const { return transpose (); } |
5164 | 134 |
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135 // extract row or column i. |
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136 |
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137 RowVector row (octave_idx_type i) const; |
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138 |
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139 ColumnVector column (octave_idx_type i) const; |
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140 |
5506 | 141 private: |
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142 SparseMatrix dinverse (MatrixType& mattype, octave_idx_type& info, |
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143 double& rcond, const bool force = false, |
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144 const bool calccond = true) const; |
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146 SparseMatrix tinverse (MatrixType& mattype, octave_idx_type& info, |
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147 double& rcond, const bool force = false, |
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148 const bool calccond = true) const; |
5506 | 149 |
150 public: | |
5164 | 151 SparseMatrix inverse (void) const; |
5785 | 152 SparseMatrix inverse (MatrixType& mattype) const; |
153 SparseMatrix inverse (MatrixType& mattype, octave_idx_type& info) const; | |
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154 SparseMatrix inverse (MatrixType& mattype, octave_idx_type& info, |
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155 double& rcond, bool force = false, |
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156 bool calc_cond = true) const; |
5164 | 157 |
158 DET determinant (void) const; | |
5275 | 159 DET determinant (octave_idx_type& info) const; |
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160 DET determinant (octave_idx_type& info, double& rcond, |
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161 bool calc_cond = true) const; |
5164 | 162 |
163 private: | |
164 // Diagonal matrix solvers | |
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165 Matrix dsolve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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166 double& rcond, solve_singularity_handler sing_handler, |
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167 bool calc_cond = false) const; |
5164 | 168 |
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169 ComplexMatrix dsolve (MatrixType& typ, const ComplexMatrix& b, |
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170 octave_idx_type& info, double& rcond, |
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171 solve_singularity_handler sing_handler, |
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172 bool calc_cond = false) const; |
5164 | 173 |
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174 SparseMatrix dsolve (MatrixType& typ, const SparseMatrix& b, |
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175 octave_idx_type& info, double& rcond, |
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176 solve_singularity_handler sing_handler, |
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177 bool calc_cond = false) const; |
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179 SparseComplexMatrix dsolve (MatrixType& typ, const SparseComplexMatrix& b, |
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180 octave_idx_type& info, double& rcond, |
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181 solve_singularity_handler sing_handler, |
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182 bool calc_cond = false) const; |
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184 // Upper triangular matrix solvers | |
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185 Matrix utsolve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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186 double& rcond, solve_singularity_handler sing_handler, |
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187 bool calc_cond = false) const; |
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189 ComplexMatrix utsolve (MatrixType& typ, const ComplexMatrix& b, |
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190 octave_idx_type& info, double& rcond, |
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191 solve_singularity_handler sing_handler, |
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192 bool calc_cond = false) const; |
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194 SparseMatrix utsolve (MatrixType& typ, const SparseMatrix& b, |
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195 octave_idx_type& info, double& rcond, |
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196 solve_singularity_handler sing_handler, |
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197 bool calc_cond = false) const; |
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199 SparseComplexMatrix utsolve (MatrixType& typ, const SparseComplexMatrix& b, |
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200 octave_idx_type& info, double& rcond, |
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201 solve_singularity_handler sing_handler, |
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202 bool calc_cond = false) const; |
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204 // Lower triangular matrix solvers | |
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205 Matrix ltsolve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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206 double& rcond, solve_singularity_handler sing_handler, |
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207 bool calc_cond = false) const; |
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209 ComplexMatrix ltsolve (MatrixType& typ, const ComplexMatrix& b, |
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210 octave_idx_type& info, double& rcond, |
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211 solve_singularity_handler sing_handler, |
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212 bool calc_cond = false) const; |
5164 | 213 |
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214 SparseMatrix ltsolve (MatrixType& typ, const SparseMatrix& b, |
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215 octave_idx_type& info, double& rcond, |
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216 solve_singularity_handler sing_handler, |
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217 bool calc_cond = false) const; |
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219 SparseComplexMatrix ltsolve (MatrixType& typ, const SparseComplexMatrix& b, |
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220 octave_idx_type& info, double& rcond, |
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221 solve_singularity_handler sing_handler, |
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222 bool calc_cond = false) const; |
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224 // Tridiagonal matrix solvers | |
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225 Matrix trisolve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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226 double& rcond, solve_singularity_handler sing_handler, |
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227 bool calc_cond = false) const; |
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229 ComplexMatrix trisolve (MatrixType& typ, const ComplexMatrix& b, |
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230 octave_idx_type& info, double& rcond, |
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231 solve_singularity_handler sing_handler, |
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232 bool calc_cond = false) const; |
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234 SparseMatrix trisolve (MatrixType& typ, const SparseMatrix& b, |
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235 octave_idx_type& info, double& rcond, |
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236 solve_singularity_handler sing_handler, |
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237 bool calc_cond = false) const; |
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239 SparseComplexMatrix trisolve (MatrixType& typ, const SparseComplexMatrix& b, |
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240 octave_idx_type& info, double& rcond, |
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241 solve_singularity_handler sing_handler, |
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242 bool calc_cond = false) const; |
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244 // Banded matrix solvers (umfpack/cholesky) | |
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245 Matrix bsolve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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246 double& rcond, solve_singularity_handler sing_handler, |
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247 bool calc_cond = false) const; |
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249 ComplexMatrix bsolve (MatrixType& typ, const ComplexMatrix& b, |
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250 octave_idx_type& info, double& rcond, |
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251 solve_singularity_handler sing_handler, |
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252 bool calc_cond = false) const; |
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254 SparseMatrix bsolve (MatrixType& typ, const SparseMatrix& b, |
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255 octave_idx_type& info, double& rcond, |
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256 solve_singularity_handler sing_handler, |
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257 bool calc_cond = false) const; |
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259 SparseComplexMatrix bsolve (MatrixType& typ, const SparseComplexMatrix& b, |
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260 octave_idx_type& info, double& rcond, |
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261 solve_singularity_handler sing_handler, |
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262 bool calc_cond = false) const; |
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264 // Full matrix solvers (umfpack/cholesky) | |
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265 void * factorize (octave_idx_type& err, double& rcond, Matrix& Control, |
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266 Matrix& Info, solve_singularity_handler sing_handler, |
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267 bool calc_cond = false) const; |
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269 Matrix fsolve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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270 double& rcond, solve_singularity_handler sing_handler, |
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271 bool calc_cond = false) const; |
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273 ComplexMatrix fsolve (MatrixType& typ, const ComplexMatrix& b, |
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274 octave_idx_type& info, double& rcond, |
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275 solve_singularity_handler sing_handler, |
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276 bool calc_cond = false) const; |
5164 | 277 |
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278 SparseMatrix fsolve (MatrixType& typ, const SparseMatrix& b, |
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279 octave_idx_type& info, double& rcond, |
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280 solve_singularity_handler sing_handler, |
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281 bool calc_cond = false) const; |
5164 | 282 |
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283 SparseComplexMatrix fsolve (MatrixType& typ, const SparseComplexMatrix& b, |
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284 octave_idx_type& info, double& rcond, |
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285 solve_singularity_handler sing_handler, |
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286 bool calc_cond = false) const; |
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288 public: | |
289 // Generic interface to solver with no probing of type | |
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290 Matrix solve (MatrixType& typ, const Matrix& b) const; |
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291 Matrix solve (MatrixType& typ, const Matrix& b, octave_idx_type& info) const; |
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292 Matrix solve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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293 double& rcond) const; |
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294 Matrix solve (MatrixType& typ, const Matrix& b, octave_idx_type& info, |
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295 double& rcond, solve_singularity_handler sing_handler, |
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296 bool singular_fallback = true) const; |
5164 | 297 |
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298 ComplexMatrix solve (MatrixType& typ, const ComplexMatrix& b) const; |
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299 ComplexMatrix solve (MatrixType& typ, const ComplexMatrix& b, |
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300 octave_idx_type& info) const; |
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301 ComplexMatrix solve (MatrixType& typ, const ComplexMatrix& b, |
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302 octave_idx_type& info, double& rcond) const; |
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303 ComplexMatrix solve (MatrixType& typ, const ComplexMatrix& b, |
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304 octave_idx_type& info, double& rcond, |
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305 solve_singularity_handler sing_handler, |
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306 bool singular_fallback = true) const; |
5164 | 307 |
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308 SparseMatrix solve (MatrixType& typ, const SparseMatrix& b) const; |
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309 SparseMatrix solve (MatrixType& typ, const SparseMatrix& b, |
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310 octave_idx_type& info) const; |
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311 SparseMatrix solve (MatrixType& typ, const SparseMatrix& b, |
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312 octave_idx_type& info, double& rcond) const; |
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313 SparseMatrix solve (MatrixType& typ, const SparseMatrix& b, |
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314 octave_idx_type& info, double& rcond, |
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315 solve_singularity_handler sing_handler, |
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316 bool singular_fallback = true) const; |
5164 | 317 |
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318 SparseComplexMatrix solve (MatrixType& typ, |
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319 const SparseComplexMatrix& b) const; |
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320 SparseComplexMatrix solve (MatrixType& typ, const SparseComplexMatrix& b, |
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321 octave_idx_type& info) const; |
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322 SparseComplexMatrix solve (MatrixType& typ, const SparseComplexMatrix& b, |
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323 octave_idx_type& info, double& rcond) const; |
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324 SparseComplexMatrix solve (MatrixType& typ, const SparseComplexMatrix& b, |
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325 octave_idx_type& info, double& rcond, |
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326 solve_singularity_handler sing_handler, |
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327 bool singular_fallabck = true) const; |
5164 | 328 |
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329 ColumnVector solve (MatrixType& typ, const ColumnVector& b) const; |
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330 ColumnVector solve (MatrixType& typ, const ColumnVector& b, |
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331 octave_idx_type& info) const; |
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332 ColumnVector solve (MatrixType& typ, const ColumnVector& b, |
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333 octave_idx_type& info, double& rcond) const; |
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334 ColumnVector solve (MatrixType& typ, const ColumnVector& b, |
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335 octave_idx_type& info, double& rcond, |
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336 solve_singularity_handler sing_handler) const; |
5164 | 337 |
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338 ComplexColumnVector solve (MatrixType& typ, |
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339 const ComplexColumnVector& b) const; |
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340 ComplexColumnVector solve (MatrixType& typ, const ComplexColumnVector& b, |
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341 octave_idx_type& info) const; |
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342 ComplexColumnVector solve (MatrixType& typ, const ComplexColumnVector& b, |
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343 octave_idx_type& info, double& rcond) const; |
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344 ComplexColumnVector solve (MatrixType& typ, const ComplexColumnVector& b, |
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345 octave_idx_type& info, double& rcond, |
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346 solve_singularity_handler sing_handler) const; |
5164 | 347 |
348 // Generic interface to solver with probing of type | |
349 Matrix solve (const Matrix& b) const; | |
5275 | 350 Matrix solve (const Matrix& b, octave_idx_type& info) const; |
351 Matrix solve (const Matrix& b, octave_idx_type& info, double& rcond) const; | |
352 Matrix solve (const Matrix& b, octave_idx_type& info, double& rcond, | |
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353 solve_singularity_handler sing_handler) const; |
5164 | 354 |
355 ComplexMatrix solve (const ComplexMatrix& b) const; | |
5275 | 356 ComplexMatrix solve (const ComplexMatrix& b, octave_idx_type& info) const; |
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357 ComplexMatrix solve (const ComplexMatrix& b, octave_idx_type& info, |
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358 double& rcond) const; |
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359 ComplexMatrix solve (const ComplexMatrix& b, octave_idx_type& info, |
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360 double& rcond, |
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361 solve_singularity_handler sing_handler) const; |
5164 | 362 |
363 SparseMatrix solve (const SparseMatrix& b) const; | |
5275 | 364 SparseMatrix solve (const SparseMatrix& b, octave_idx_type& info) const; |
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365 SparseMatrix solve (const SparseMatrix& b, octave_idx_type& info, |
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366 double& rcond) const; |
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367 SparseMatrix solve (const SparseMatrix& b, octave_idx_type& info, |
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368 double& rcond, |
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369 solve_singularity_handler sing_handler) const; |
5164 | 370 |
371 SparseComplexMatrix solve (const SparseComplexMatrix& b) const; | |
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372 SparseComplexMatrix solve (const SparseComplexMatrix& b, |
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373 octave_idx_type& info) const; |
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374 SparseComplexMatrix solve (const SparseComplexMatrix& b, |
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375 octave_idx_type& info, double& rcond) const; |
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376 SparseComplexMatrix solve (const SparseComplexMatrix& b, |
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377 octave_idx_type& info, double& rcond, |
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378 solve_singularity_handler sing_handler) const; |
5164 | 379 |
380 ColumnVector solve (const ColumnVector& b) const; | |
5275 | 381 ColumnVector solve (const ColumnVector& b, octave_idx_type& info) const; |
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382 ColumnVector solve (const ColumnVector& b, octave_idx_type& info, |
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383 double& rcond) const; |
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384 ColumnVector solve (const ColumnVector& b, octave_idx_type& info, |
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385 double& rcond, |
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386 solve_singularity_handler sing_handler) const; |
5164 | 387 |
388 ComplexColumnVector solve (const ComplexColumnVector& b) const; | |
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389 ComplexColumnVector solve (const ComplexColumnVector& b, |
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390 octave_idx_type& info) const; |
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391 ComplexColumnVector solve (const ComplexColumnVector& b, |
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392 octave_idx_type& info, double& rcond) const; |
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393 ComplexColumnVector solve (const ComplexColumnVector& b, |
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394 octave_idx_type& info, double& rcond, |
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395 solve_singularity_handler sing_handler) const; |
5164 | 396 |
397 // other operations | |
398 | |
399 bool any_element_is_negative (bool = false) const; | |
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400 bool any_element_is_nan (void) const; |
5164 | 401 bool any_element_is_inf_or_nan (void) const; |
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402 bool any_element_not_one_or_zero (void) const; |
6989 | 403 bool all_elements_are_zero (void) const; |
5164 | 404 bool all_elements_are_int_or_inf_or_nan (void) const; |
405 bool all_integers (double& max_val, double& min_val) const; | |
406 bool too_large_for_float (void) const; | |
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407 |
5164 | 408 SparseBoolMatrix operator ! (void) const; |
409 | |
410 SparseBoolMatrix all (int dim = -1) const; | |
411 SparseBoolMatrix any (int dim = -1) const; | |
412 | |
413 SparseMatrix cumprod (int dim = -1) const; | |
414 SparseMatrix cumsum (int dim = -1) const; | |
415 SparseMatrix prod (int dim = -1) const; | |
416 SparseMatrix sum (int dim = -1) const; | |
417 SparseMatrix sumsq (int dim = -1) const; | |
418 SparseMatrix abs (void) const; | |
419 | |
5275 | 420 SparseMatrix diag (octave_idx_type k = 0) const; |
5164 | 421 |
422 Matrix matrix_value (void) const; | |
423 | |
424 SparseMatrix squeeze (void) const; | |
425 | |
426 SparseMatrix reshape (const dim_vector& new_dims) const; | |
427 | |
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428 SparseMatrix permute (const Array<octave_idx_type>& vec, |
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429 bool inv = false) const; |
5164 | 430 |
5275 | 431 SparseMatrix ipermute (const Array<octave_idx_type>& vec) const; |
5164 | 432 |
433 // i/o | |
434 | |
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435 friend OCTAVE_API std::ostream& operator << (std::ostream& os, |
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436 const SparseMatrix& a); |
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437 friend OCTAVE_API std::istream& operator >> (std::istream& is, |
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438 SparseMatrix& a); |
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439 |
5164 | 440 }; |
441 | |
5509 | 442 // Publish externally used friend functions. |
443 | |
6108 | 444 extern OCTAVE_API SparseMatrix real (const SparseComplexMatrix& a); |
445 extern OCTAVE_API SparseMatrix imag (const SparseComplexMatrix& a); | |
5509 | 446 |
447 // Other operators. | |
448 | |
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449 extern OCTAVE_API SparseMatrix operator * (const SparseMatrix& a, |
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450 const SparseMatrix& b); |
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451 extern OCTAVE_API Matrix operator * (const Matrix& a, |
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452 const SparseMatrix& b); |
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453 extern OCTAVE_API Matrix mul_trans (const Matrix& a, |
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454 const SparseMatrix& b); |
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455 extern OCTAVE_API Matrix operator * (const SparseMatrix& a, |
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456 const Matrix& b); |
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457 extern OCTAVE_API Matrix trans_mul (const SparseMatrix& a, |
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458 const Matrix& b); |
5164 | 459 |
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460 extern OCTAVE_API SparseMatrix operator * (const DiagMatrix&, |
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461 const SparseMatrix&); |
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462 extern OCTAVE_API SparseMatrix operator * (const SparseMatrix&, |
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463 const DiagMatrix&); |
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464 |
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465 extern OCTAVE_API SparseMatrix operator + (const DiagMatrix&, |
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466 const SparseMatrix&); |
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467 extern OCTAVE_API SparseMatrix operator + (const SparseMatrix&, |
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468 const DiagMatrix&); |
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469 extern OCTAVE_API SparseMatrix operator - (const DiagMatrix&, |
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470 const SparseMatrix&); |
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471 extern OCTAVE_API SparseMatrix operator - (const SparseMatrix&, |
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472 const DiagMatrix&); |
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473 |
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474 extern OCTAVE_API SparseMatrix operator * (const PermMatrix&, |
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475 const SparseMatrix&); |
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476 extern OCTAVE_API SparseMatrix operator * (const SparseMatrix&, |
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477 const PermMatrix&); |
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478 |
6108 | 479 extern OCTAVE_API SparseMatrix min (double d, const SparseMatrix& m); |
480 extern OCTAVE_API SparseMatrix min (const SparseMatrix& m, double d); | |
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481 extern OCTAVE_API SparseMatrix min (const SparseMatrix& a, |
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482 const SparseMatrix& b); |
5164 | 483 |
6108 | 484 extern OCTAVE_API SparseMatrix max (double d, const SparseMatrix& m); |
485 extern OCTAVE_API SparseMatrix max (const SparseMatrix& m, double d); | |
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486 extern OCTAVE_API SparseMatrix max (const SparseMatrix& a, |
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487 const SparseMatrix& b); |
5164 | 488 |
6708 | 489 SPARSE_SMS_CMP_OP_DECLS (SparseMatrix, double, OCTAVE_API) |
490 SPARSE_SMS_BOOL_OP_DECLS (SparseMatrix, double, OCTAVE_API) | |
5164 | 491 |
6708 | 492 SPARSE_SSM_CMP_OP_DECLS (double, SparseMatrix, OCTAVE_API) |
493 SPARSE_SSM_BOOL_OP_DECLS (double, SparseMatrix, OCTAVE_API) | |
5164 | 494 |
6708 | 495 SPARSE_SMSM_CMP_OP_DECLS (SparseMatrix, SparseMatrix, OCTAVE_API) |
496 SPARSE_SMSM_BOOL_OP_DECLS (SparseMatrix, SparseMatrix, OCTAVE_API) | |
5164 | 497 |
498 SPARSE_FORWARD_DEFS (MSparse, SparseMatrix, Matrix, double) | |
499 | |
5322 | 500 #endif |