1 // Ceres Solver - A fast non-linear least squares minimizer
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29 // Author: keir@google.com (Keir Mierle)
30 //
31 // A dense matrix implemented under the SparseMatrix interface.
32 
33 #ifndef CERES_INTERNAL_DENSE_SPARSE_MATRIX_H_
34 #define CERES_INTERNAL_DENSE_SPARSE_MATRIX_H_
35 
36 #include "ceres/sparse_matrix.h"
37 #include "ceres/internal/eigen.h"
38 #include "ceres/internal/macros.h"
39 #include "ceres/internal/scoped_ptr.h"
40 #include "ceres/types.h"
41 
42 namespace ceres {
43 namespace internal {
44 
45 class TripletSparseMatrix;
46 
47 class DenseSparseMatrix : public SparseMatrix {
48  public:
49   // Build a matrix with the same content as the TripletSparseMatrix
50   // m. This assumes that m does not have any repeated entries.
51   explicit DenseSparseMatrix(const TripletSparseMatrix& m);
52   explicit DenseSparseMatrix(const ColMajorMatrix& m);
53 
54   DenseSparseMatrix(int num_rows, int num_cols);
55   DenseSparseMatrix(int num_rows, int num_cols, bool reserve_diagonal);
56 
~DenseSparseMatrix()57   virtual ~DenseSparseMatrix() {}
58 
59   // SparseMatrix interface.
60   virtual void SetZero();
61   virtual void RightMultiply(const double* x, double* y) const;
62   virtual void LeftMultiply(const double* x, double* y) const;
63   virtual void SquaredColumnNorm(double* x) const;
64   virtual void ScaleColumns(const double* scale);
65   virtual void ToDenseMatrix(Matrix* dense_matrix) const;
66   virtual void ToTextFile(FILE* file) const;
67   virtual int num_rows() const;
68   virtual int num_cols() const;
69   virtual int num_nonzeros() const;
values()70   virtual const double* values() const { return m_.data(); }
mutable_values()71   virtual double* mutable_values() { return m_.data(); }
72 
73   ConstColMajorMatrixRef matrix() const;
74   ColMajorMatrixRef mutable_matrix();
75 
76   // Only one diagonal can be appended at a time. The diagonal is appended to
77   // as a new set of rows, e.g.
78   //
79   // Original matrix:
80   //
81   //   x x x
82   //   x x x
83   //   x x x
84   //
85   // After append diagonal (1, 2, 3):
86   //
87   //   x x x
88   //   x x x
89   //   x x x
90   //   1 0 0
91   //   0 2 0
92   //   0 0 3
93   //
94   // Calling RemoveDiagonal removes the block. It is a fatal error to append a
95   // diagonal to a matrix that already has an appended diagonal, and it is also
96   // a fatal error to remove a diagonal from a matrix that has none.
97   void AppendDiagonal(double *d);
98   void RemoveDiagonal();
99 
100  private:
101   ColMajorMatrix m_;
102   bool has_diagonal_appended_;
103   bool has_diagonal_reserved_;
104 };
105 
106 }  // namespace internal
107 }  // namespace ceres
108 
109 #endif  // CERES_INTERNAL_DENSE_SPARSE_MATRIX_H_
110