200 lines
4.9 KiB
C++
200 lines
4.9 KiB
C++
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//$$ hholder.cpp QR decomposition
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// Copyright (C) 1991,2,3,4: R B Davies
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#define WANT_MATH
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#include "include.h"
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#include "newmatap.h"
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#ifdef use_namespace
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namespace NEWMAT {
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#endif
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#ifdef DO_REPORT
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#define REPORT { static ExeCounter ExeCount(__LINE__,16); ++ExeCount; }
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#else
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#define REPORT {}
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#endif
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/*************************** QR decompositions ***************************/
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inline Real square(Real x) { return x*x; }
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void QRZT(Matrix& X, LowerTriangularMatrix& L)
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{
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REPORT
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Tracer et("QZT(1)");
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int n = X.Ncols(); int s = X.Nrows(); L.ReSize(s);
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Real* xi = X.Store(); int k;
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for (int i=0; i<s; i++)
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{
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Real sum = 0.0;
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Real* xi0=xi; k=n; while(k--) { sum += square(*xi++); }
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sum = sqrt(sum);
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L.element(i,i) = sum;
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if (sum==0.0) Throw(SingularException(L));
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Real* xj0=xi0; k=n; while(k--) { *xj0++ /= sum; }
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for (int j=i+1; j<s; j++)
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{
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sum=0.0;
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xi=xi0; Real* xj=xj0; k=n; while(k--) { sum += *xi++ * *xj++; }
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xi=xi0; k=n; while(k--) { *xj0++ -= sum * *xi++; }
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L.element(j,i) = sum;
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}
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}
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}
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void QRZT(const Matrix& X, Matrix& Y, Matrix& M)
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{
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REPORT
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Tracer et("QRZT(2)");
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int n = X.Ncols(); int s = X.Nrows(); int t = Y.Nrows();
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if (Y.Ncols() != n)
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{ Throw(ProgramException("Unequal row lengths",X,Y)); }
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M.ReSize(t,s);
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Real* xi = X.Store(); int k;
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for (int i=0; i<s; i++)
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{
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Real* xj0 = Y.Store(); Real* xi0 = xi;
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for (int j=0; j<t; j++)
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{
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Real sum=0.0;
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xi=xi0; Real* xj=xj0; k=n; while(k--) { sum += *xi++ * *xj++; }
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xi=xi0; k=n; while(k--) { *xj0++ -= sum * *xi++; }
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M.element(j,i) = sum;
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}
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}
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}
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/*
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void QRZ(Matrix& X, UpperTriangularMatrix& U)
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{
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Tracer et("QRZ(1)");
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int n = X.Nrows(); int s = X.Ncols(); U.ReSize(s);
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Real* xi0 = X.Store(); int k;
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for (int i=0; i<s; i++)
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{
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Real sum = 0.0;
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Real* xi = xi0; k=n; while(k--) { sum += square(*xi); xi+=s; }
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sum = sqrt(sum);
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U.element(i,i) = sum;
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if (sum==0.0) Throw(SingularException(U));
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Real* xj0=xi0; k=n; while(k--) { *xj0 /= sum; xj0+=s; }
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xj0 = xi0;
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for (int j=i+1; j<s; j++)
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{
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sum=0.0;
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xi=xi0; k=n; xj0++; Real* xj=xj0;
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while(k--) { sum += *xi * *xj; xi+=s; xj+=s; }
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xi=xi0; k=n; xj=xj0;
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while(k--) { *xj -= sum * *xi; xj+=s; xi+=s; }
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U.element(i,j) = sum;
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}
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xi0++;
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}
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}
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*/
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void QRZ(Matrix& X, UpperTriangularMatrix& U)
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{
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REPORT
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Tracer et("QRZ(1)");
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int n = X.Nrows(); int s = X.Ncols(); U.ReSize(s); U = 0.0;
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Real* xi0 = X.Store(); Real* u0 = U.Store(); Real* u;
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int j, k; int J = s; int i = s;
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while (i--)
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{
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Real* xj0 = xi0; Real* xi = xi0; k = n;
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if (k) for (;;)
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{
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u = u0; Real Xi = *xi; Real* xj = xj0;
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j = J; while(j--) *u++ += Xi * *xj++;
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if (!(--k)) break;
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xi += s; xj0 += s;
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}
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Real sum = sqrt(*u0); *u0 = sum; u = u0+1;
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if (sum == 0.0) Throw(SingularException(U));
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int J1 = J-1; j = J1; while(j--) *u++ /= sum;
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xj0 = xi0; xi = xi0++; k = n;
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if (k) for (;;)
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{
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u = u0+1; Real Xi = *xi; Real* xj = xj0;
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Xi /= sum; *xj++ = Xi;
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j = J1; while(j--) *xj++ -= *u++ * Xi;
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if (!(--k)) break;
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xi += s; xj0 += s;
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}
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u0 += J--;
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}
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}
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void QRZ(const Matrix& X, Matrix& Y, Matrix& M)
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{
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REPORT
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Tracer et("QRZ(2)");
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int n = X.Nrows(); int s = X.Ncols(); int t = Y.Ncols();
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if (Y.Nrows() != n)
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{ Throw(ProgramException("Unequal column lengths",X,Y)); }
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M.ReSize(s,t); M = 0;Real* m0 = M.Store(); Real* m;
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Real* xi0 = X.Store();
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int j, k; int i = s;
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while (i--)
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{
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Real* xj0 = Y.Store(); Real* xi = xi0; k = n;
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if (k) for (;;)
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{
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m = m0; Real Xi = *xi; Real* xj = xj0;
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j = t; while(j--) *m++ += Xi * *xj++;
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if (!(--k)) break;
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xi += s; xj0 += t;
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}
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xj0 = Y.Store(); xi = xi0++; k = n;
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if (k) for (;;)
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{
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m = m0; Real Xi = *xi; Real* xj = xj0;
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j = t; while(j--) *xj++ -= *m++ * Xi;
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if (!(--k)) break;
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xi += s; xj0 += t;
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}
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m0 += t;
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}
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}
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/*
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void QRZ(const Matrix& X, Matrix& Y, Matrix& M)
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{
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Tracer et("QRZ(2)");
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int n = X.Nrows(); int s = X.Ncols(); int t = Y.Ncols();
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if (Y.Nrows() != n)
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{ Throw(ProgramException("Unequal column lengths",X,Y)); }
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M.ReSize(s,t);
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Real* xi0 = X.Store(); int k;
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for (int i=0; i<s; i++)
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{
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Real* xj0 = Y.Store();
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for (int j=0; j<t; j++)
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{
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Real sum=0.0;
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Real* xi=xi0; Real* xj=xj0; k=n;
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while(k--) { sum += *xi * *xj; xi+=s; xj+=t; }
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xi=xi0; k=n; xj=xj0++;
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while(k--) { *xj -= sum * *xi; xj+=t; xi+=s; }
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M.element(i,j) = sum;
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}
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xi0++;
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}
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}
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*/
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#ifdef use_namespace
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}
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#endif
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