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Diffstat (limited to 'eigen/unsupported/Eigen/src/NonLinearOptimization/qrsolv.h')
-rw-r--r-- | eigen/unsupported/Eigen/src/NonLinearOptimization/qrsolv.h | 91 |
1 files changed, 91 insertions, 0 deletions
diff --git a/eigen/unsupported/Eigen/src/NonLinearOptimization/qrsolv.h b/eigen/unsupported/Eigen/src/NonLinearOptimization/qrsolv.h new file mode 100644 index 0000000..feafd62 --- /dev/null +++ b/eigen/unsupported/Eigen/src/NonLinearOptimization/qrsolv.h @@ -0,0 +1,91 @@ +namespace Eigen { + +namespace internal { + +// TODO : once qrsolv2 is removed, use ColPivHouseholderQR or PermutationMatrix instead of ipvt +template <typename Scalar> +void qrsolv( + Matrix< Scalar, Dynamic, Dynamic > &s, + // TODO : use a PermutationMatrix once lmpar is no more: + const VectorXi &ipvt, + const Matrix< Scalar, Dynamic, 1 > &diag, + const Matrix< Scalar, Dynamic, 1 > &qtb, + Matrix< Scalar, Dynamic, 1 > &x, + Matrix< Scalar, Dynamic, 1 > &sdiag) + +{ + typedef DenseIndex Index; + + /* Local variables */ + Index i, j, k, l; + Scalar temp; + Index n = s.cols(); + Matrix< Scalar, Dynamic, 1 > wa(n); + JacobiRotation<Scalar> givens; + + /* Function Body */ + // the following will only change the lower triangular part of s, including + // the diagonal, though the diagonal is restored afterward + + /* copy r and (q transpose)*b to preserve input and initialize s. */ + /* in particular, save the diagonal elements of r in x. */ + x = s.diagonal(); + wa = qtb; + + s.topLeftCorner(n,n).template triangularView<StrictlyLower>() = s.topLeftCorner(n,n).transpose(); + + /* eliminate the diagonal matrix d using a givens rotation. */ + for (j = 0; j < n; ++j) { + + /* prepare the row of d to be eliminated, locating the */ + /* diagonal element using p from the qr factorization. */ + l = ipvt[j]; + if (diag[l] == 0.) + break; + sdiag.tail(n-j).setZero(); + sdiag[j] = diag[l]; + + /* the transformations to eliminate the row of d */ + /* modify only a single element of (q transpose)*b */ + /* beyond the first n, which is initially zero. */ + Scalar qtbpj = 0.; + for (k = j; k < n; ++k) { + /* determine a givens rotation which eliminates the */ + /* appropriate element in the current row of d. */ + givens.makeGivens(-s(k,k), sdiag[k]); + + /* compute the modified diagonal element of r and */ + /* the modified element of ((q transpose)*b,0). */ + s(k,k) = givens.c() * s(k,k) + givens.s() * sdiag[k]; + temp = givens.c() * wa[k] + givens.s() * qtbpj; + qtbpj = -givens.s() * wa[k] + givens.c() * qtbpj; + wa[k] = temp; + + /* accumulate the tranformation in the row of s. */ + for (i = k+1; i<n; ++i) { + temp = givens.c() * s(i,k) + givens.s() * sdiag[i]; + sdiag[i] = -givens.s() * s(i,k) + givens.c() * sdiag[i]; + s(i,k) = temp; + } + } + } + + /* solve the triangular system for z. if the system is */ + /* singular, then obtain a least squares solution. */ + Index nsing; + for(nsing=0; nsing<n && sdiag[nsing]!=0; nsing++) {} + + wa.tail(n-nsing).setZero(); + s.topLeftCorner(nsing, nsing).transpose().template triangularView<Upper>().solveInPlace(wa.head(nsing)); + + // restore + sdiag = s.diagonal(); + s.diagonal() = x; + + /* permute the components of z back to components of x. */ + for (j = 0; j < n; ++j) x[ipvt[j]] = wa[j]; +} + +} // end namespace internal + +} // end namespace Eigen |