| 1 | //$$ hholder.cpp QR decomposition |
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| 2 | |
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| 3 | // Copyright (C) 1991,2,3,4: R B Davies |
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| 4 | |
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| 5 | #define WANT_MATH |
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| 6 | |
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| 7 | #include "include.h" |
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| 8 | |
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| 9 | #include "newmatap.h" |
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| 10 | |
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| 11 | #ifdef use_namespace |
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| 12 | namespace NEWMAT { |
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| 13 | #endif |
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| 14 | |
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| 15 | #ifdef DO_REPORT |
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| 16 | #define REPORT { static ExeCounter ExeCount(__LINE__,16); ++ExeCount; } |
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| 17 | #else |
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| 18 | #define REPORT {} |
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| 19 | #endif |
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| 20 | |
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| 21 | |
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| 22 | /*************************** QR decompositions ***************************/ |
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| 23 | |
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| 24 | inline Real square(Real x) { return x*x; } |
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| 25 | |
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| 26 | void QRZT(Matrix& X, LowerTriangularMatrix& L) |
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| 27 | { |
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| 28 | REPORT |
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| 29 | Tracer et("QZT(1)"); |
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| 30 | int n = X.Ncols(); int s = X.Nrows(); L.ReSize(s); |
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| 31 | Real* xi = X.Store(); int k; |
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| 32 | for (int i=0; i<s; i++) |
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| 33 | { |
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| 34 | Real sum = 0.0; |
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| 35 | Real* xi0=xi; k=n; while(k--) { sum += square(*xi++); } |
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| 36 | sum = sqrt(sum); |
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| 37 | L.element(i,i) = sum; |
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| 38 | if (sum==0.0) Throw(SingularException(L)); |
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| 39 | Real* xj0=xi0; k=n; while(k--) { *xj0++ /= sum; } |
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| 40 | for (int j=i+1; j<s; j++) |
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| 41 | { |
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| 42 | sum=0.0; |
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| 43 | xi=xi0; Real* xj=xj0; k=n; while(k--) { sum += *xi++ * *xj++; } |
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| 44 | xi=xi0; k=n; while(k--) { *xj0++ -= sum * *xi++; } |
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| 45 | L.element(j,i) = sum; |
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| 46 | } |
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| 47 | } |
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| 48 | } |
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| 49 | |
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| 50 | void QRZT(const Matrix& X, Matrix& Y, Matrix& M) |
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| 51 | { |
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| 52 | REPORT |
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| 53 | Tracer et("QRZT(2)"); |
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| 54 | int n = X.Ncols(); int s = X.Nrows(); int t = Y.Nrows(); |
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| 55 | if (Y.Ncols() != n) |
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| 56 | { Throw(ProgramException("Unequal row lengths",X,Y)); } |
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| 57 | M.ReSize(t,s); |
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| 58 | Real* xi = X.Store(); int k; |
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| 59 | for (int i=0; i<s; i++) |
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| 60 | { |
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| 61 | Real* xj0 = Y.Store(); Real* xi0 = xi; |
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| 62 | for (int j=0; j<t; j++) |
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| 63 | { |
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| 64 | Real sum=0.0; |
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| 65 | xi=xi0; Real* xj=xj0; k=n; while(k--) { sum += *xi++ * *xj++; } |
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| 66 | xi=xi0; k=n; while(k--) { *xj0++ -= sum * *xi++; } |
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| 67 | M.element(j,i) = sum; |
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| 68 | } |
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| 69 | } |
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| 70 | } |
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| 71 | |
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| 72 | /* |
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| 73 | void QRZ(Matrix& X, UpperTriangularMatrix& U) |
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| 74 | { |
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| 75 | Tracer et("QRZ(1)"); |
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| 76 | int n = X.Nrows(); int s = X.Ncols(); U.ReSize(s); |
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| 77 | Real* xi0 = X.Store(); int k; |
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| 78 | for (int i=0; i<s; i++) |
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| 79 | { |
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| 80 | Real sum = 0.0; |
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| 81 | Real* xi = xi0; k=n; while(k--) { sum += square(*xi); xi+=s; } |
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| 82 | sum = sqrt(sum); |
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| 83 | U.element(i,i) = sum; |
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| 84 | if (sum==0.0) Throw(SingularException(U)); |
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| 85 | Real* xj0=xi0; k=n; while(k--) { *xj0 /= sum; xj0+=s; } |
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| 86 | xj0 = xi0; |
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| 87 | for (int j=i+1; j<s; j++) |
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| 88 | { |
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| 89 | sum=0.0; |
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| 90 | xi=xi0; k=n; xj0++; Real* xj=xj0; |
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| 91 | while(k--) { sum += *xi * *xj; xi+=s; xj+=s; } |
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| 92 | xi=xi0; k=n; xj=xj0; |
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| 93 | while(k--) { *xj -= sum * *xi; xj+=s; xi+=s; } |
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| 94 | U.element(i,j) = sum; |
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| 95 | } |
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| 96 | xi0++; |
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| 97 | } |
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| 98 | } |
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| 99 | */ |
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| 100 | |
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| 101 | void QRZ(Matrix& X, UpperTriangularMatrix& U) |
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| 102 | { |
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| 103 | REPORT |
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| 104 | Tracer et("QRZ(1)"); |
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| 105 | int n = X.Nrows(); int s = X.Ncols(); U.ReSize(s); U = 0.0; |
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| 106 | Real* xi0 = X.Store(); Real* u0 = U.Store(); Real* u; |
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| 107 | int j, k; int J = s; int i = s; |
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| 108 | while (i--) |
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| 109 | { |
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| 110 | Real* xj0 = xi0; Real* xi = xi0; k = n; |
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| 111 | if (k) for (;;) |
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| 112 | { |
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| 113 | u = u0; Real Xi = *xi; Real* xj = xj0; |
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| 114 | j = J; while(j--) *u++ += Xi * *xj++; |
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| 115 | if (!(--k)) break; |
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| 116 | xi += s; xj0 += s; |
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| 117 | } |
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| 118 | |
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| 119 | Real sum = sqrt(*u0); *u0 = sum; u = u0+1; |
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| 120 | if (sum == 0.0) Throw(SingularException(U)); |
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| 121 | int J1 = J-1; j = J1; while(j--) *u++ /= sum; |
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| 122 | |
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| 123 | xj0 = xi0; xi = xi0++; k = n; |
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| 124 | if (k) for (;;) |
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| 125 | { |
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| 126 | u = u0+1; Real Xi = *xi; Real* xj = xj0; |
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| 127 | Xi /= sum; *xj++ = Xi; |
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| 128 | j = J1; while(j--) *xj++ -= *u++ * Xi; |
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| 129 | if (!(--k)) break; |
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| 130 | xi += s; xj0 += s; |
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| 131 | } |
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| 132 | u0 += J--; |
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| 133 | } |
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| 134 | } |
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| 135 | |
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| 136 | void QRZ(const Matrix& X, Matrix& Y, Matrix& M) |
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| 137 | { |
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| 138 | REPORT |
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| 139 | Tracer et("QRZ(2)"); |
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| 140 | int n = X.Nrows(); int s = X.Ncols(); int t = Y.Ncols(); |
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| 141 | if (Y.Nrows() != n) |
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| 142 | { Throw(ProgramException("Unequal column lengths",X,Y)); } |
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| 143 | M.ReSize(s,t); M = 0;Real* m0 = M.Store(); Real* m; |
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| 144 | Real* xi0 = X.Store(); |
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| 145 | int j, k; int i = s; |
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| 146 | while (i--) |
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| 147 | { |
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| 148 | Real* xj0 = Y.Store(); Real* xi = xi0; k = n; |
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| 149 | if (k) for (;;) |
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| 150 | { |
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| 151 | m = m0; Real Xi = *xi; Real* xj = xj0; |
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| 152 | j = t; while(j--) *m++ += Xi * *xj++; |
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| 153 | if (!(--k)) break; |
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| 154 | xi += s; xj0 += t; |
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| 155 | } |
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| 156 | |
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| 157 | xj0 = Y.Store(); xi = xi0++; k = n; |
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| 158 | if (k) for (;;) |
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| 159 | { |
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| 160 | m = m0; Real Xi = *xi; Real* xj = xj0; |
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| 161 | j = t; while(j--) *xj++ -= *m++ * Xi; |
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| 162 | if (!(--k)) break; |
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| 163 | xi += s; xj0 += t; |
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| 164 | } |
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| 165 | m0 += t; |
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| 166 | } |
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| 167 | } |
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| 168 | |
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| 169 | /* |
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| 170 | |
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| 171 | void QRZ(const Matrix& X, Matrix& Y, Matrix& M) |
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| 172 | { |
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| 173 | Tracer et("QRZ(2)"); |
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| 174 | int n = X.Nrows(); int s = X.Ncols(); int t = Y.Ncols(); |
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| 175 | if (Y.Nrows() != n) |
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| 176 | { Throw(ProgramException("Unequal column lengths",X,Y)); } |
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| 177 | M.ReSize(s,t); |
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| 178 | Real* xi0 = X.Store(); int k; |
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| 179 | for (int i=0; i<s; i++) |
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| 180 | { |
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| 181 | Real* xj0 = Y.Store(); |
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| 182 | for (int j=0; j<t; j++) |
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| 183 | { |
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| 184 | Real sum=0.0; |
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| 185 | Real* xi=xi0; Real* xj=xj0; k=n; |
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| 186 | while(k--) { sum += *xi * *xj; xi+=s; xj+=t; } |
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| 187 | xi=xi0; k=n; xj=xj0++; |
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| 188 | while(k--) { *xj -= sum * *xi; xj+=t; xi+=s; } |
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| 189 | M.element(i,j) = sum; |
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| 190 | } |
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| 191 | xi0++; |
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| 192 | } |
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| 193 | } |
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| 194 | */ |
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| 195 | |
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| 196 | #ifdef use_namespace |
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| 197 | } |
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| 198 | #endif |
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| 199 | |
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