ITK  4.9.0
Insight Segmentation and Registration Toolkit
VNLIterativeSparseSolverTraits.h
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18 #ifndef __VNLIterativeSparseSolverTraits_h
19 #define __VNLIterativeSparseSolverTraits_h
20 
21 #include "vnl/vnl_vector.h"
22 #include "vnl/vnl_sparse_matrix.h"
23 #include "vnl/vnl_sparse_matrix_linear_system.h"
24 #include "vnl/algo/vnl_lsqr.h"
25 
42 template< typename T = double >
44 {
45 public:
46  typedef T ValueType;
47  typedef vnl_sparse_matrix< ValueType > MatrixType;
48  typedef vnl_vector< ValueType > VectorType;
49  typedef vnl_lsqr SolverType;
50 
52  static bool IsDirectSolver()
53  {
54  return false;
55  }
56 
58  static MatrixType InitializeSparseMatrix(const unsigned int & iN)
59  {
60  return MatrixType(iN, iN);
61  }
62 
64  static MatrixType InitializeSparseMatrix(const unsigned int & iRow, const unsigned int& iCol)
65  {
66  return MatrixType(iRow, iCol);
67  }
68 
70  static VectorType InitializeVector(const unsigned int & iN)
71  {
72  return VectorType(iN);
73  }
74 
76  static void FillMatrix(MatrixType & iA, const unsigned int & iR, const unsigned int & iC, const ValueType & iV)
77  {
78  iA(iR, iC) = iV;
79  }
80 
82  static void AddToMatrix(MatrixType & iA, const unsigned int & iR, const unsigned int & iC, const ValueType & iV)
83  {
84  iA(iR, iC) += iV;
85  }
86 
88  static bool Solve(const MatrixType & iA, const VectorType & iB, VectorType & oX)
89  {
90  typedef vnl_sparse_matrix_linear_system< ValueType > SparseLinearSystemType;
91  SparseLinearSystemType system(iA, iB);
92 
93  SolverType solver(system);
94  return solver.minimize(oX);
95  }
96 
98  static bool Solve(const MatrixType & iA,
99  const VectorType & iBx, const VectorType & iBy, const VectorType & iBz,
100  VectorType & oX, VectorType & oY, VectorType & oZ )
101  {
102  bool result1 = Solve(iA, iBx, 100000, oX);
103  bool result2 = Solve(iA, iBy, 100000, oY);
104  bool result3 = Solve(iA, iBz, 100000, oZ);
105 
106  return ( result1 && result2 && result3 );
107  }
108 
110  static bool Solve(const MatrixType & iA,
111  const VectorType & iBx, const VectorType & iBy,
112  VectorType & oX, VectorType & oY)
113  {
114  bool result1 = Solve(iA, iBx, oX);
115  bool result2 = Solve(iA, iBy, oY);
116 
117  return ( result1 && result2 );
118  }
119 
121  static bool Solve(const MatrixType & iA,
122  const VectorType & iB,
123  const long & iNbIter,
124  VectorType & oX)
125  {
126  typedef vnl_sparse_matrix_linear_system< ValueType > SparseLinearSystemType;
127  SparseLinearSystemType system(iA, iB);
128 
129  SolverType solver(system);
130  solver.set_max_iterations(iNbIter);
131  return solver.minimize(oX);
132  }
133 };
134 
135 #endif
static MatrixType InitializeSparseMatrix(const unsigned int &iRow, const unsigned int &iCol)
initialize a sparse matrix of size iRow x iCol
static void AddToMatrix(MatrixType &iA, const unsigned int &iR, const unsigned int &iC, const ValueType &iV)
iA[iR][iC] += iV
vnl_sparse_matrix< ValueType > MatrixType
static VectorType InitializeVector(const unsigned int &iN)
initialize a vector of size iN
Generic interface for iterative sparse linear solver.
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 &iBx, const VectorType &iBy, const VectorType &iBz, VectorType &oX, VectorType &oY, VectorType &oZ)
Solve the linear systems: , , .
static void FillMatrix(MatrixType &iA, const unsigned int &iR, const unsigned int &iC, const ValueType &iV)
iA[iR][iC] = iV
static bool Solve(const MatrixType &iA, const VectorType &iB, const long &iNbIter, VectorType &oX)
Solve the linear systems: in N iterations.
static bool Solve(const MatrixType &iA, const VectorType &iBx, const VectorType &iBy, VectorType &oX, VectorType &oY)
Solve the linear systems: , .
static bool Solve(const MatrixType &iA, const VectorType &iB, VectorType &oX)
Solve the linear system .