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source: branches/HeuristicLab.Problems.GaussianProcessTuning/HeuristicLab.Eigen/Eigen/src/misc/SparseSolve.h @ 9562

Last change on this file since 9562 was 9562, checked in by gkronber, 11 years ago

#1967 worked on Gaussian process evolution.

File size: 3.7 KB
Line 
1// This file is part of Eigen, a lightweight C++ template library
2// for linear algebra.
3//
4// Copyright (C) 2010 Gael Guennebaud <gael.guennebaud@inria.fr>
5//
6// This Source Code Form is subject to the terms of the Mozilla
7// Public License v. 2.0. If a copy of the MPL was not distributed
8// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
9
10#ifndef EIGEN_SPARSE_SOLVE_H
11#define EIGEN_SPARSE_SOLVE_H
12
13namespace Eigen {
14
15namespace internal {
16
17template<typename _DecompositionType, typename Rhs> struct sparse_solve_retval_base;
18template<typename _DecompositionType, typename Rhs> struct sparse_solve_retval;
19 
20template<typename DecompositionType, typename Rhs>
21struct traits<sparse_solve_retval_base<DecompositionType, Rhs> >
22{
23  typedef typename DecompositionType::MatrixType MatrixType;
24  typedef SparseMatrix<typename Rhs::Scalar, Rhs::Options, typename Rhs::Index> ReturnType;
25};
26
27template<typename _DecompositionType, typename Rhs> struct sparse_solve_retval_base
28 : public ReturnByValue<sparse_solve_retval_base<_DecompositionType, Rhs> >
29{
30  typedef typename remove_all<typename Rhs::Nested>::type RhsNestedCleaned;
31  typedef _DecompositionType DecompositionType;
32  typedef ReturnByValue<sparse_solve_retval_base> Base;
33  typedef typename Base::Index Index;
34
35  sparse_solve_retval_base(const DecompositionType& dec, const Rhs& rhs)
36    : m_dec(dec), m_rhs(rhs)
37  {}
38
39  inline Index rows() const { return m_dec.cols(); }
40  inline Index cols() const { return m_rhs.cols(); }
41  inline const DecompositionType& dec() const { return m_dec; }
42  inline const RhsNestedCleaned& rhs() const { return m_rhs; }
43
44  template<typename Dest> inline void evalTo(Dest& dst) const
45  {
46    static_cast<const sparse_solve_retval<DecompositionType,Rhs>*>(this)->evalTo(dst);
47  }
48
49  protected:
50    const DecompositionType& m_dec;
51    typename Rhs::Nested m_rhs;
52};
53
54#define EIGEN_MAKE_SPARSE_SOLVE_HELPERS(DecompositionType,Rhs) \
55  typedef typename DecompositionType::MatrixType MatrixType; \
56  typedef typename MatrixType::Scalar Scalar; \
57  typedef typename MatrixType::RealScalar RealScalar; \
58  typedef typename MatrixType::Index Index; \
59  typedef Eigen::internal::sparse_solve_retval_base<DecompositionType,Rhs> Base; \
60  using Base::dec; \
61  using Base::rhs; \
62  using Base::rows; \
63  using Base::cols; \
64  sparse_solve_retval(const DecompositionType& dec, const Rhs& rhs) \
65    : Base(dec, rhs) {}
66
67
68
69template<typename DecompositionType, typename Rhs, typename Guess> struct solve_retval_with_guess;
70
71template<typename DecompositionType, typename Rhs, typename Guess>
72struct traits<solve_retval_with_guess<DecompositionType, Rhs, Guess> >
73{
74  typedef typename DecompositionType::MatrixType MatrixType;
75  typedef Matrix<typename Rhs::Scalar,
76                 MatrixType::ColsAtCompileTime,
77                 Rhs::ColsAtCompileTime,
78                 Rhs::PlainObject::Options,
79                 MatrixType::MaxColsAtCompileTime,
80                 Rhs::MaxColsAtCompileTime> ReturnType;
81};
82
83template<typename DecompositionType, typename Rhs, typename Guess> struct solve_retval_with_guess
84 : public ReturnByValue<solve_retval_with_guess<DecompositionType, Rhs, Guess> >
85{
86  typedef typename DecompositionType::Index Index;
87
88  solve_retval_with_guess(const DecompositionType& dec, const Rhs& rhs, const Guess& guess)
89    : m_dec(dec), m_rhs(rhs), m_guess(guess)
90  {}
91
92  inline Index rows() const { return m_dec.cols(); }
93  inline Index cols() const { return m_rhs.cols(); }
94
95  template<typename Dest> inline void evalTo(Dest& dst) const
96  {
97    dst = m_guess;
98    m_dec._solveWithGuess(m_rhs,dst);
99  }
100
101  protected:
102    const DecompositionType& m_dec;
103    const typename Rhs::Nested m_rhs;
104    const typename Guess::Nested m_guess;
105};
106
107} // namepsace internal
108
109} // end namespace Eigen
110
111#endif // EIGEN_SPARSE_SOLVE_H
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