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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2010 Benoit Jacob <jacob.benoit.1@gmail.com>
5 // Copyright (C) 2009 Gael Guennebaud <gael.guennebaud@inria.fr>
6 //
7 // This Source Code Form is subject to the terms of the Mozilla
8 // Public License v. 2.0. If a copy of the MPL was not distributed
9 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
10 
11 #ifndef EIGEN_HOUSEHOLDER_H
12 #define EIGEN_HOUSEHOLDER_H
13 
14 namespace Eigen {
15 
16 namespace internal {
17 template<int n> struct decrement_size
18 {
19   enum {
20     ret = n==Dynamic ? n : n-1
21   };
22 };
23 }
24 
25 /** Computes the elementary reflector H such that:
26   * \f$ H *this = [ beta 0 ... 0]^T \f$
27   * where the transformation H is:
28   * \f$ H = I - tau v v^*\f$
29   * and the vector v is:
30   * \f$ v^T = [1 essential^T] \f$
31   *
32   * The essential part of the vector \c v is stored in *this.
33   *
34   * On output:
35   * \param tau the scaling factor of the Householder transformation
36   * \param beta the result of H * \c *this
37   *
38   * \sa MatrixBase::makeHouseholder(), MatrixBase::applyHouseholderOnTheLeft(),
39   *     MatrixBase::applyHouseholderOnTheRight()
40   */
41 template<typename Derived>
makeHouseholderInPlace(Scalar & tau,RealScalar & beta)42 void MatrixBase<Derived>::makeHouseholderInPlace(Scalar& tau, RealScalar& beta)
43 {
44   VectorBlock<Derived, internal::decrement_size<Base::SizeAtCompileTime>::ret> essentialPart(derived(), 1, size()-1);
45   makeHouseholder(essentialPart, tau, beta);
46 }
47 
48 /** Computes the elementary reflector H such that:
49   * \f$ H *this = [ beta 0 ... 0]^T \f$
50   * where the transformation H is:
51   * \f$ H = I - tau v v^*\f$
52   * and the vector v is:
53   * \f$ v^T = [1 essential^T] \f$
54   *
55   * On output:
56   * \param essential the essential part of the vector \c v
57   * \param tau the scaling factor of the Householder transformation
58   * \param beta the result of H * \c *this
59   *
60   * \sa MatrixBase::makeHouseholderInPlace(), MatrixBase::applyHouseholderOnTheLeft(),
61   *     MatrixBase::applyHouseholderOnTheRight()
62   */
63 template<typename Derived>
64 template<typename EssentialPart>
makeHouseholder(EssentialPart & essential,Scalar & tau,RealScalar & beta)65 void MatrixBase<Derived>::makeHouseholder(
66   EssentialPart& essential,
67   Scalar& tau,
68   RealScalar& beta) const
69 {
70   using std::sqrt;
71   using numext::conj;
72 
73   EIGEN_STATIC_ASSERT_VECTOR_ONLY(EssentialPart)
74   VectorBlock<const Derived, EssentialPart::SizeAtCompileTime> tail(derived(), 1, size()-1);
75 
76   RealScalar tailSqNorm = size()==1 ? RealScalar(0) : tail.squaredNorm();
77   Scalar c0 = coeff(0);
78   const RealScalar tol = (std::numeric_limits<RealScalar>::min)();
79 
80   if(tailSqNorm <= tol && numext::abs2(numext::imag(c0))<=tol)
81   {
82     tau = RealScalar(0);
83     beta = numext::real(c0);
84     essential.setZero();
85   }
86   else
87   {
88     beta = sqrt(numext::abs2(c0) + tailSqNorm);
89     if (numext::real(c0)>=RealScalar(0))
90       beta = -beta;
91     essential = tail / (c0 - beta);
92     tau = conj((beta - c0) / beta);
93   }
94 }
95 
96 /** Apply the elementary reflector H given by
97   * \f$ H = I - tau v v^*\f$
98   * with
99   * \f$ v^T = [1 essential^T] \f$
100   * from the left to a vector or matrix.
101   *
102   * On input:
103   * \param essential the essential part of the vector \c v
104   * \param tau the scaling factor of the Householder transformation
105   * \param workspace a pointer to working space with at least
106   *                  this->cols() * essential.size() entries
107   *
108   * \sa MatrixBase::makeHouseholder(), MatrixBase::makeHouseholderInPlace(),
109   *     MatrixBase::applyHouseholderOnTheRight()
110   */
111 template<typename Derived>
112 template<typename EssentialPart>
applyHouseholderOnTheLeft(const EssentialPart & essential,const Scalar & tau,Scalar * workspace)113 void MatrixBase<Derived>::applyHouseholderOnTheLeft(
114   const EssentialPart& essential,
115   const Scalar& tau,
116   Scalar* workspace)
117 {
118   if(rows() == 1)
119   {
120     *this *= Scalar(1)-tau;
121   }
122   else if(tau!=Scalar(0))
123   {
124     Map<typename internal::plain_row_type<PlainObject>::type> tmp(workspace,cols());
125     Block<Derived, EssentialPart::SizeAtCompileTime, Derived::ColsAtCompileTime> bottom(derived(), 1, 0, rows()-1, cols());
126     tmp.noalias() = essential.adjoint() * bottom;
127     tmp += this->row(0);
128     this->row(0) -= tau * tmp;
129     bottom.noalias() -= tau * essential * tmp;
130   }
131 }
132 
133 /** Apply the elementary reflector H given by
134   * \f$ H = I - tau v v^*\f$
135   * with
136   * \f$ v^T = [1 essential^T] \f$
137   * from the right to a vector or matrix.
138   *
139   * On input:
140   * \param essential the essential part of the vector \c v
141   * \param tau the scaling factor of the Householder transformation
142   * \param workspace a pointer to working space with at least
143   *                  this->cols() * essential.size() entries
144   *
145   * \sa MatrixBase::makeHouseholder(), MatrixBase::makeHouseholderInPlace(),
146   *     MatrixBase::applyHouseholderOnTheLeft()
147   */
148 template<typename Derived>
149 template<typename EssentialPart>
applyHouseholderOnTheRight(const EssentialPart & essential,const Scalar & tau,Scalar * workspace)150 void MatrixBase<Derived>::applyHouseholderOnTheRight(
151   const EssentialPart& essential,
152   const Scalar& tau,
153   Scalar* workspace)
154 {
155   if(cols() == 1)
156   {
157     *this *= Scalar(1)-tau;
158   }
159   else if(tau!=Scalar(0))
160   {
161     Map<typename internal::plain_col_type<PlainObject>::type> tmp(workspace,rows());
162     Block<Derived, Derived::RowsAtCompileTime, EssentialPart::SizeAtCompileTime> right(derived(), 0, 1, rows(), cols()-1);
163     tmp.noalias() = right * essential.conjugate();
164     tmp += this->col(0);
165     this->col(0) -= tau * tmp;
166     right.noalias() -= tau * tmp * essential.transpose();
167   }
168 }
169 
170 } // end namespace Eigen
171 
172 #endif // EIGEN_HOUSEHOLDER_H
173