ITK  4.9.0
Insight Segmentation and Registration Toolkit
VNLSparseLUSolverTraits.h
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18 #ifndef __VNLSparseLUSolverTraits_h
19 #define __VNLSparseLUSolverTraits_h
20 
21 #include "vnl/vnl_vector.h"
22 #include "vnl/vnl_sparse_matrix.h"
23 #include "vnl/algo/vnl_sparse_lu.h"
24 
41 template< typename T = double >
43 {
44 public:
45  typedef T ValueType;
46  typedef vnl_sparse_matrix< ValueType > MatrixType;
47  typedef vnl_vector< ValueType > VectorType;
48  typedef vnl_sparse_lu SolverType;
49 
51  static bool IsDirectSolver()
52  {
53  return true;
54  }
55 
57  static MatrixType InitializeSparseMatrix(const unsigned int & iN)
58  {
59  return MatrixType(iN, iN);
60  }
61 
63  static MatrixType InitializeSparseMatrix(const unsigned int & iRow, const unsigned int& iCol)
64  {
65  return MatrixType(iRow, iCol);
66  }
67 
69  static VectorType InitializeVector(const unsigned int & iN)
70  {
71  return VectorType(iN);
72  }
73 
75  static void FillMatrix(MatrixType & iA, const unsigned int & iR, const unsigned int & iC, const ValueType & iV)
76  {
77  iA(iR, iC) = iV;
78  }
79 
81  static void AddToMatrix(MatrixType & iA, const unsigned int & iR, const unsigned int & iC, const ValueType & iV)
82  {
83  iA(iR, iC) += iV;
84  }
85 
87  static bool Solve(const MatrixType & iA, const VectorType & iB, VectorType & oX)
88  {
89  SolverType solver( iA );
90  Solve( solver, iB, oX );
91 
92  return true;
93  }
94 
96  static bool Solve(const MatrixType & iA,
97  const VectorType & iBx, const VectorType & iBy, const VectorType & iBz,
98  VectorType & oX, VectorType & oY, VectorType & oZ )
99  {
100  SolverType solver( iA );
101  Solve( solver, iBx, iBy, iBz, oX, oY, oZ );
102 
103  return true;
104  }
105 
107  static bool Solve(const MatrixType & iA,
108  const VectorType & iBx, const VectorType & iBy,
109  VectorType & oX, VectorType & oY)
110  {
111  SolverType solver( iA );
112  Solve( solver, iBx, iBy, oX, oY );
113 
114  return true;
115  }
116 
118  static void Solve( SolverType & solver, const VectorType & iB, VectorType & oX )
119  {
120  oX = solver.solve( iB );
121  }
122 
124  static void Solve( SolverType & solver,
125  const VectorType & iBx, const VectorType & iBy, const VectorType & iBz,
126  VectorType & oX, VectorType & oY, VectorType & oZ )
127  {
128  oX = solver.solve( iBx );
129  oY = solver.solve( iBy );
130  oZ = solver.solve( iBz );
131  }
132 
134  static void Solve( SolverType & solver,
135  const VectorType & iBx, const VectorType & iBy,
136  VectorType & oX, VectorType & oY )
137  {
138  oX = solver.solve( iBx );
139  oY = solver.solve( iBy );
140  }
141 };
142 
143 #endif
static MatrixType InitializeSparseMatrix(const unsigned int &iRow, const unsigned int &iCol)
initialize a sparse matrix of size iRow x iCol
static void Solve(SolverType &solver, const VectorType &iBx, const VectorType &iBy, const VectorType &iBz, VectorType &oX, VectorType &oY, VectorType &oZ)
Solve the linear systems: , , factoring the internal matrix if needed.
static MatrixType InitializeSparseMatrix(const unsigned int &iN)
initialize a square sparse matrix of size iN x iN
static bool Solve(const MatrixType &iA, const VectorType &iB, VectorType &oX)
Solve the linear system .
static bool Solve(const MatrixType &iA, const VectorType &iBx, const VectorType &iBy, VectorType &oX, VectorType &oY)
Solve the linear systems: , .
vnl_vector< ValueType > VectorType
vnl_sparse_matrix< ValueType > MatrixType
static bool Solve(const MatrixType &iA, const VectorType &iBx, const VectorType &iBy, const VectorType &iBz, VectorType &oX, VectorType &oY, VectorType &oZ)
Solve the linear systems: , , .
static VectorType InitializeVector(const unsigned int &iN)
initialize a vector of size iN
Generic interface for sparse LU solver.
static void FillMatrix(MatrixType &iA, const unsigned int &iR, const unsigned int &iC, const ValueType &iV)
iA[iR][iC] = iV
static void AddToMatrix(MatrixType &iA, const unsigned int &iR, const unsigned int &iC, const ValueType &iV)
iA[iR][iC] += iV
static void Solve(SolverType &solver, const VectorType &iBx, const VectorType &iBy, VectorType &oX, VectorType &oY)
Solve the linear systems: , factoring the internal matrix if needed.
static void Solve(SolverType &solver, const VectorType &iB, VectorType &oX)
Solve the linear system factoring the internal matrix if needed.