1 | /// \ingroup newmat
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2 | ///@{
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3 |
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4 | /// \file newmatap.h
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5 | /// Definition file for advanced matrix functions.
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6 |
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7 | // Copyright (C) 1991,2,3,4,8: R B Davies
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8 |
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9 | #ifndef NEWMATAP_LIB
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10 | #define NEWMATAP_LIB 0
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11 |
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12 | #include "newmat.h"
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13 |
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14 | #ifdef use_namespace
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15 | namespace NEWMAT {
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16 | #endif
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17 |
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18 |
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19 | // ************************** applications *****************************/
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20 |
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21 |
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22 | void QRZT(Matrix&, LowerTriangularMatrix&);
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23 |
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24 | void QRZT(const Matrix&, Matrix&, Matrix&);
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25 |
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26 | void QRZ(Matrix&, UpperTriangularMatrix&);
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27 |
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28 | void QRZ(const Matrix&, Matrix&, Matrix&);
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29 |
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30 | inline void HHDecompose(Matrix& X, LowerTriangularMatrix& L)
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31 | { QRZT(X,L); }
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32 |
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33 | inline void HHDecompose(const Matrix& X, Matrix& Y, Matrix& M)
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34 | { QRZT(X, Y, M); }
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35 |
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36 | void updateQRZT(Matrix& X, LowerTriangularMatrix& L);
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37 |
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38 | void updateQRZ(Matrix& X, UpperTriangularMatrix& U);
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39 |
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40 | inline void UpdateQRZT(Matrix& X, LowerTriangularMatrix& L)
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41 | { updateQRZT(X, L); }
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42 |
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43 | inline void UpdateQRZ(Matrix& X, UpperTriangularMatrix& U)
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44 | { updateQRZ(X, U); }
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45 |
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46 | // Matrix A's first n columns are orthonormal
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47 | // so A.Columns(1,n).t() * A.Columns(1,n) is the identity matrix.
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48 | // Fill out the remaining columns of A to make them orthonormal
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49 | // so A.t() * A is the identity matrix
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50 | void extend_orthonormal(Matrix& A, int n);
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51 |
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52 |
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53 | ReturnMatrix Cholesky(const SymmetricMatrix&);
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54 |
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55 | ReturnMatrix Cholesky(const SymmetricBandMatrix&);
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56 |
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57 |
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58 | // produces the Cholesky decomposition of A + x.t() * x where A = chol.t() * chol
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59 | // and x is a RowVector
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60 | void update_Cholesky(UpperTriangularMatrix& chol, RowVector x);
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61 | inline void UpdateCholesky(UpperTriangularMatrix& chol, const RowVector& x)
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62 | { update_Cholesky(chol, x); }
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63 |
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64 | // produces the Cholesky decomposition of A - x.t() * x where A = chol.t() * chol
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65 | // and x is a RowVector
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66 | void downdate_Cholesky(UpperTriangularMatrix &chol, RowVector x);
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67 | inline void DowndateCholesky(UpperTriangularMatrix &chol, const RowVector& x)
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68 | { downdate_Cholesky(chol, x); }
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69 |
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70 | // a RIGHT circular shift of the rows and columns from
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71 | // 1,...,k-1,k,k+1,...l,l+1,...,p to
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72 | // 1,...,k-1,l,k,k+1,...l-1,l+1,...p
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73 | void right_circular_update_Cholesky(UpperTriangularMatrix &chol, int k, int l);
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74 | inline void RightCircularUpdateCholesky(UpperTriangularMatrix &chol,
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75 | int k, int l) { right_circular_update_Cholesky(chol, k, l); }
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76 |
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77 | // a LEFT circular shift of the rows and columns from
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78 | // 1,...,k-1,k,k+1,...l,l+1,...,p to
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79 | // 1,...,k-1,k+1,...l,k,l+1,...,p to
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80 | void left_circular_update_Cholesky(UpperTriangularMatrix &chol, int k, int l);
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81 | inline void LeftCircularUpdateCholesky(UpperTriangularMatrix &chol,
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82 | int k, int l) { left_circular_update_Cholesky(chol, k, l); }
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83 |
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84 |
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85 | void SVD(const Matrix&, DiagonalMatrix&, Matrix&, Matrix&,
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86 | bool=true, bool=true);
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87 |
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88 | void SVD(const Matrix&, DiagonalMatrix&);
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89 |
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90 | inline void SVD(const Matrix& A, DiagonalMatrix& D, Matrix& U,
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91 | bool withU = true) { SVD(A, D, U, U, withU, false); }
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92 |
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93 | void SortSV(DiagonalMatrix& D, Matrix& U, bool ascending = false);
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94 |
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95 | void SortSV(DiagonalMatrix& D, Matrix& U, Matrix& V, bool ascending = false);
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96 |
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97 | void Jacobi(const SymmetricMatrix&, DiagonalMatrix&);
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98 |
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99 | void Jacobi(const SymmetricMatrix&, DiagonalMatrix&, SymmetricMatrix&);
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100 |
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101 | void Jacobi(const SymmetricMatrix&, DiagonalMatrix&, Matrix&);
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102 |
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103 | void Jacobi(const SymmetricMatrix&, DiagonalMatrix&, SymmetricMatrix&,
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104 | Matrix&, bool=true);
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105 |
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106 | void eigenvalues(const SymmetricMatrix&, DiagonalMatrix&);
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107 |
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108 | void eigenvalues(const SymmetricMatrix&, DiagonalMatrix&, SymmetricMatrix&);
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109 |
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110 | void eigenvalues(const SymmetricMatrix&, DiagonalMatrix&, Matrix&);
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111 |
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112 | inline void EigenValues(const SymmetricMatrix& A, DiagonalMatrix& D)
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113 | { eigenvalues(A, D); }
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114 |
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115 | inline void EigenValues(const SymmetricMatrix& A, DiagonalMatrix& D,
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116 | SymmetricMatrix& S) { eigenvalues(A, D, S); }
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117 |
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118 | inline void EigenValues(const SymmetricMatrix& A, DiagonalMatrix& D, Matrix& V)
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119 | { eigenvalues(A, D, V); }
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120 |
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121 | class SymmetricEigenAnalysis
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122 | // not implemented yet
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123 | {
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124 | public:
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125 | SymmetricEigenAnalysis(const SymmetricMatrix&);
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126 | private:
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127 | DiagonalMatrix diag;
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128 | DiagonalMatrix offdiag;
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129 | SymmetricMatrix backtransform;
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130 | FREE_CHECK(SymmetricEigenAnalysis)
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131 | };
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132 |
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133 | void sort_ascending(GeneralMatrix&);
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134 |
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135 | void sort_descending(GeneralMatrix&);
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136 |
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137 | inline void SortAscending(GeneralMatrix& gm) { sort_ascending(gm); }
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138 |
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139 | inline void SortDescending(GeneralMatrix& gm) { sort_descending(gm); }
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140 |
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141 | /// Decide which fft method to use and carry out new fft function
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142 | class FFT_Controller
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143 | {
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144 | public:
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145 | static bool OnlyOldFFT;
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146 | static bool ar_1d_ft (int PTS, Real* X, Real *Y);
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147 | static bool CanFactor(int PTS);
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148 | };
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149 |
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150 | void FFT(const ColumnVector&, const ColumnVector&,
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151 | ColumnVector&, ColumnVector&);
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152 |
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153 | void FFTI(const ColumnVector&, const ColumnVector&,
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154 | ColumnVector&, ColumnVector&);
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155 |
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156 | void RealFFT(const ColumnVector&, ColumnVector&, ColumnVector&);
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157 |
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158 | void RealFFTI(const ColumnVector&, const ColumnVector&, ColumnVector&);
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159 |
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160 | void DCT_II(const ColumnVector&, ColumnVector&);
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161 |
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162 | void DCT_II_inverse(const ColumnVector&, ColumnVector&);
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163 |
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164 | void DST_II(const ColumnVector&, ColumnVector&);
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165 |
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166 | void DST_II_inverse(const ColumnVector&, ColumnVector&);
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167 |
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168 | void DCT(const ColumnVector&, ColumnVector&);
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169 |
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170 | void DCT_inverse(const ColumnVector&, ColumnVector&);
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171 |
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172 | void DST(const ColumnVector&, ColumnVector&);
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173 |
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174 | void DST_inverse(const ColumnVector&, ColumnVector&);
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175 |
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176 | void FFT2(const Matrix& U, const Matrix& V, Matrix& X, Matrix& Y);
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177 |
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178 | void FFT2I(const Matrix& U, const Matrix& V, Matrix& X, Matrix& Y);
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179 |
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180 |
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181 | // This class is used by the new FFT program
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182 |
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183 | // Suppose an integer is expressed as a sequence of digits with each
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184 | // digit having a different radix.
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185 | // This class supposes we are counting with this multi-radix number
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186 | // but also keeps track of the number with the digits (and radices)
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187 | // reversed.
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188 | // The integer starts at zero
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189 | // operator++() increases it by 1
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190 | // Counter gives the number of increments
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191 | // Reverse() gives the value with the digits in reverse order
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192 | // Swap is true if reverse is less than counter
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193 | // Finish is true when we have done a complete cycle and are back at zero
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194 |
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195 | class MultiRadixCounter
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196 | {
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197 | const SimpleIntArray& Radix;
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198 | // radix of each digit
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199 | // n-1 highest order, 0 lowest order
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200 | SimpleIntArray& Value; // value of each digit
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201 | const int n; // number of digits
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202 | int reverse; // value when order of digits is reversed
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203 | int product; // product of radices
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204 | int counter; // counter
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205 | bool finish; // true when we have gone over whole range
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206 | public:
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207 | MultiRadixCounter(int nx, const SimpleIntArray& rx,
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208 | SimpleIntArray& vx);
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209 | void operator++(); // increment the multi-radix counter
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210 | bool Swap() const { return reverse < counter; }
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211 | bool Finish() const { return finish; }
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212 | int Reverse() const { return reverse; }
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213 | int Counter() const { return counter; }
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214 | };
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215 |
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216 | // multiplication by Helmert matrix
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217 | ReturnMatrix Helmert(int n, bool full=false);
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218 | ReturnMatrix Helmert(const ColumnVector& X, bool full=false);
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219 | ReturnMatrix Helmert(int n, int j, bool full=false);
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220 | ReturnMatrix Helmert_transpose(const ColumnVector& Y, bool full=false);
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221 | Real Helmert_transpose(const ColumnVector& Y, int j, bool full=false);
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222 | ReturnMatrix Helmert(const Matrix& X, bool full=false);
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223 | ReturnMatrix Helmert_transpose(const Matrix& Y, bool full=false);
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224 |
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225 |
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226 |
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227 |
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228 | #ifdef use_namespace
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229 | }
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230 | #endif
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231 |
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232 |
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233 |
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234 | #endif
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235 |
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236 | // body file: cholesky.cpp
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237 | // body file: evalue.cpp
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238 | // body file: fft.cpp
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239 | // body file: hholder.cpp
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240 | // body file: jacobi.cpp
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241 | // body file: newfft.cpp
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242 | // body file: sort.cpp
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243 | // body file: svd.cpp
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244 | // body file: nm_misc.cpp
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245 |
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246 |
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247 |
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248 | ///@}
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249 |
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250 |
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