SparseLUImpl.h
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1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2012 Désiré Nuentsa-Wakam <desire.nuentsa_wakam@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 #ifndef SPARSELU_IMPL_H
10 #define SPARSELU_IMPL_H
11 
12 #include "./InternalHeaderCheck.h"
13 
14 namespace Eigen {
15 namespace internal {
16 
21 template <typename Scalar, typename StorageIndex>
22 class SparseLUImpl
23 {
24  public:
25  typedef Matrix<Scalar,Dynamic,1> ScalarVector;
26  typedef Matrix<StorageIndex,Dynamic,1> IndexVector;
27  typedef Matrix<Scalar,Dynamic,Dynamic,ColMajor> ScalarMatrix;
28  typedef Map<ScalarMatrix, 0, OuterStride<> > MappedMatrixBlock;
29  typedef typename ScalarVector::RealScalar RealScalar;
30  typedef Ref<Matrix<Scalar,Dynamic,1> > BlockScalarVector;
31  typedef Ref<Matrix<StorageIndex,Dynamic,1> > BlockIndexVector;
32  typedef LU_GlobalLU_t<IndexVector, ScalarVector> GlobalLU_t;
33  typedef SparseMatrix<Scalar,ColMajor,StorageIndex> MatrixType;
34 
35  protected:
36  template <typename VectorType>
37  Index expand(VectorType& vec, Index& length, Index nbElts, Index keep_prev, Index& num_expansions);
38  Index memInit(Index m, Index n, Index annz, Index lwork, Index fillratio, Index panel_size, GlobalLU_t& glu);
39  template <typename VectorType>
40  Index memXpand(VectorType& vec, Index& maxlen, Index nbElts, MemType memtype, Index& num_expansions);
41  void heap_relax_snode (const Index n, IndexVector& et, const Index relax_columns, IndexVector& descendants, IndexVector& relax_end);
42  void relax_snode (const Index n, IndexVector& et, const Index relax_columns, IndexVector& descendants, IndexVector& relax_end);
43  Index snode_dfs(const Index jcol, const Index kcol,const MatrixType& mat, IndexVector& xprune, IndexVector& marker, GlobalLU_t& glu);
44  Index snode_bmod (const Index jcol, const Index fsupc, ScalarVector& dense, GlobalLU_t& glu);
45  Index pivotL(const Index jcol, const RealScalar& diagpivotthresh, IndexVector& perm_r, IndexVector& iperm_c, Index& pivrow, GlobalLU_t& glu);
46  template <typename Traits>
47  void dfs_kernel(const StorageIndex jj, IndexVector& perm_r,
48  Index& nseg, IndexVector& panel_lsub, IndexVector& segrep,
49  Ref<IndexVector> repfnz_col, IndexVector& xprune, Ref<IndexVector> marker, IndexVector& parent,
50  IndexVector& xplore, GlobalLU_t& glu, Index& nextl_col, Index krow, Traits& traits);
51  void panel_dfs(const Index m, const Index w, const Index jcol, MatrixType& A, IndexVector& perm_r, Index& nseg, ScalarVector& dense, IndexVector& panel_lsub, IndexVector& segrep, IndexVector& repfnz, IndexVector& xprune, IndexVector& marker, IndexVector& parent, IndexVector& xplore, GlobalLU_t& glu);
52 
53  void panel_bmod(const Index m, const Index w, const Index jcol, const Index nseg, ScalarVector& dense, ScalarVector& tempv, IndexVector& segrep, IndexVector& repfnz, GlobalLU_t& glu);
54  Index column_dfs(const Index m, const Index jcol, IndexVector& perm_r, Index maxsuper, Index& nseg, BlockIndexVector lsub_col, IndexVector& segrep, BlockIndexVector repfnz, IndexVector& xprune, IndexVector& marker, IndexVector& parent, IndexVector& xplore, GlobalLU_t& glu);
55  Index column_bmod(const Index jcol, const Index nseg, BlockScalarVector dense, ScalarVector& tempv, BlockIndexVector segrep, BlockIndexVector repfnz, Index fpanelc, GlobalLU_t& glu);
56  Index copy_to_ucol(const Index jcol, const Index nseg, IndexVector& segrep, BlockIndexVector repfnz ,IndexVector& perm_r, BlockScalarVector dense, GlobalLU_t& glu);
57  void pruneL(const Index jcol, const IndexVector& perm_r, const Index pivrow, const Index nseg, const IndexVector& segrep, BlockIndexVector repfnz, IndexVector& xprune, GlobalLU_t& glu);
58  void countnz(const Index n, Index& nnzL, Index& nnzU, GlobalLU_t& glu);
59  void fixupL(const Index n, const IndexVector& perm_r, GlobalLU_t& glu);
60 
61  template<typename , typename >
62  friend struct column_dfs_traits;
63 };
64 
65 } // end namespace internal
66 } // namespace Eigen
67 
68 #endif
Matrix3f m
int n
MatrixXcf A
RowVector3d w
Matrix< float, 1, Dynamic > MatrixType
NumTraits< Scalar >::Real RealScalar
: InteropHeaders
Definition: Core:139
EIGEN_DEFAULT_DENSE_INDEX_TYPE Index
The Index type as used for the API.
Definition: Meta.h:82