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      1 // Ceres Solver - A fast non-linear least squares minimizer
      2 // Copyright 2010, 2011, 2012 Google Inc. All rights reserved.
      3 // http://code.google.com/p/ceres-solver/
      4 //
      5 // Redistribution and use in source and binary forms, with or without
      6 // modification, are permitted provided that the following conditions are met:
      7 //
      8 // * Redistributions of source code must retain the above copyright notice,
      9 //   this list of conditions and the following disclaimer.
     10 // * Redistributions in binary form must reproduce the above copyright notice,
     11 //   this list of conditions and the following disclaimer in the documentation
     12 //   and/or other materials provided with the distribution.
     13 // * Neither the name of Google Inc. nor the names of its contributors may be
     14 //   used to endorse or promote products derived from this software without
     15 //   specific prior written permission.
     16 //
     17 // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
     18 // AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
     19 // IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
     20 // ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
     21 // LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
     22 // CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
     23 // SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
     24 // INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
     25 // CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
     26 // ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
     27 // POSSIBILITY OF SUCH DAMAGE.
     28 //
     29 // Author: sameeragarwal (at) google.com (Sameer Agarwal)
     30 //
     31 // Implementation of the SparseMatrix interface for block sparse
     32 // matrices.
     33 
     34 #ifndef CERES_INTERNAL_BLOCK_SPARSE_MATRIX_H_
     35 #define CERES_INTERNAL_BLOCK_SPARSE_MATRIX_H_
     36 
     37 #include "ceres/block_structure.h"
     38 #include "ceres/sparse_matrix.h"
     39 #include "ceres/internal/eigen.h"
     40 #include "ceres/internal/macros.h"
     41 #include "ceres/internal/scoped_ptr.h"
     42 
     43 namespace ceres {
     44 namespace internal {
     45 
     46 class TripletSparseMatrix;
     47 
     48 // This class implements the SparseMatrix interface for storing and
     49 // manipulating block sparse matrices. The block structure is stored
     50 // in the CompressedRowBlockStructure object and one is needed to
     51 // initialize the matrix. For details on how the blocks structure of
     52 // the matrix is stored please see the documentation
     53 //
     54 //   internal/ceres/block_structure.h
     55 //
     56 class BlockSparseMatrix : public SparseMatrix {
     57  public:
     58   // Construct a block sparse matrix with a fully initialized
     59   // CompressedRowBlockStructure objected. The matrix takes over
     60   // ownership of this object and destroys it upon destruction.
     61   //
     62   // TODO(sameeragarwal): Add a function which will validate legal
     63   // CompressedRowBlockStructure objects.
     64   explicit BlockSparseMatrix(CompressedRowBlockStructure* block_structure);
     65 
     66   BlockSparseMatrix();
     67   virtual ~BlockSparseMatrix();
     68 
     69   // Implementation of SparseMatrix interface.
     70   virtual void SetZero();
     71   virtual void RightMultiply(const double* x, double* y) const;
     72   virtual void LeftMultiply(const double* x, double* y) const;
     73   virtual void SquaredColumnNorm(double* x) const;
     74   virtual void ScaleColumns(const double* scale);
     75   virtual void ToDenseMatrix(Matrix* dense_matrix) const;
     76   virtual void ToTextFile(FILE* file) const;
     77 
     78   virtual int num_rows()         const { return num_rows_;     }
     79   virtual int num_cols()         const { return num_cols_;     }
     80   virtual int num_nonzeros()     const { return num_nonzeros_; }
     81   virtual const double* values() const { return values_.get(); }
     82   virtual double* mutable_values()     { return values_.get(); }
     83 
     84   void ToTripletSparseMatrix(TripletSparseMatrix* matrix) const;
     85   const CompressedRowBlockStructure* block_structure() const;
     86 
     87  private:
     88   int num_rows_;
     89   int num_cols_;
     90   int max_num_nonzeros_;
     91   int num_nonzeros_;
     92   scoped_array<double> values_;
     93   scoped_ptr<CompressedRowBlockStructure> block_structure_;
     94   CERES_DISALLOW_COPY_AND_ASSIGN(BlockSparseMatrix);
     95 };
     96 
     97 }  // namespace internal
     98 }  // namespace ceres
     99 
    100 #endif  // CERES_INTERNAL_BLOCK_SPARSE_MATRIX_H_
    101