// This file is part of Eigen, a lightweight C++ template library // for linear algebra. // // Copyright (C) 2010 Vincent Lejeune // Copyright (C) 2010 Gael Guennebaud // // Eigen is free software; you can redistribute it and/or // modify it under the terms of the GNU Lesser General Public // License as published by the Free Software Foundation; either // version 3 of the License, or (at your option) any later version. // // Alternatively, you can redistribute it and/or // modify it under the terms of the GNU General Public License as // published by the Free Software Foundation; either version 2 of // the License, or (at your option) any later version. // // Eigen is distributed in the hope that it will be useful, but WITHOUT ANY // WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS // FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License or the // GNU General Public License for more details. // // You should have received a copy of the GNU Lesser General Public // License and a copy of the GNU General Public License along with // Eigen. If not, see . #ifndef EIGEN_BLOCK_HOUSEHOLDER_H #define EIGEN_BLOCK_HOUSEHOLDER_H // This file contains some helper function to deal with block householder reflectors /** \internal */ template void ei_make_block_householder_triangular_factor(TriangularFactorType& triFactor, const VectorsType& vectors, const CoeffsType& hCoeffs) { typedef typename TriangularFactorType::Index Index; typedef typename VectorsType::Scalar Scalar; const Index nbVecs = vectors.cols(); ei_assert(triFactor.rows() == nbVecs && triFactor.cols() == nbVecs && vectors.rows()>=nbVecs); for(Index i = 0; i < nbVecs; i++) { Index rs = vectors.rows() - i; Scalar Vii = vectors(i,i); vectors.const_cast_derived().coeffRef(i,i) = Scalar(1); triFactor.col(i).head(i).noalias() = -hCoeffs(i) * vectors.block(i, 0, rs, i).adjoint() * vectors.col(i).tail(rs); vectors.const_cast_derived().coeffRef(i, i) = Vii; // FIXME add .noalias() once the triangular product can work inplace triFactor.col(i).head(i) = triFactor.block(0,0,i,i).template triangularView() * triFactor.col(i).head(i); triFactor(i,i) = hCoeffs(i); } } /** \internal */ template void ei_apply_block_householder_on_the_left(MatrixType& mat, const VectorsType& vectors, const CoeffsType& hCoeffs) { typedef typename MatrixType::Index Index; enum { TFactorSize = MatrixType::ColsAtCompileTime }; Index nbVecs = vectors.cols(); Matrix T(nbVecs,nbVecs); ei_make_block_householder_triangular_factor(T, vectors, hCoeffs); const TriangularView& V(vectors); // A -= V T V^* A Matrix tmp = V.adjoint() * mat; // FIXME add .noalias() once the triangular product can work inplace tmp = T.template triangularView().adjoint() * tmp; mat.noalias() -= V * tmp; } #endif // EIGEN_BLOCK_HOUSEHOLDER_H