10ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Ceres Solver - A fast non-linear least squares minimizer
20ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Copyright 2010, 2011, 2012 Google Inc. All rights reserved.
30ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// http://code.google.com/p/ceres-solver/
40ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
50ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Redistribution and use in source and binary forms, with or without
60ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// modification, are permitted provided that the following conditions are met:
70ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
80ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Redistributions of source code must retain the above copyright notice,
90ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   this list of conditions and the following disclaimer.
100ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Redistributions in binary form must reproduce the above copyright notice,
110ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   this list of conditions and the following disclaimer in the documentation
120ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   and/or other materials provided with the distribution.
130ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// * Neither the name of Google Inc. nor the names of its contributors may be
140ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   used to endorse or promote products derived from this software without
150ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   specific prior written permission.
160ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
170ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
180ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
190ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
200ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
210ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
220ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
230ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
240ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
250ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
260ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
270ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// POSSIBILITY OF SUCH DAMAGE.
280ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
290ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Author: sameeragarwal@google.com (Sameer Agarwal)
300ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
310ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// Implementation of the SparseMatrix interface for block sparse
320ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// matrices.
330ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
340ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#ifndef CERES_INTERNAL_BLOCK_SPARSE_MATRIX_H_
350ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#define CERES_INTERNAL_BLOCK_SPARSE_MATRIX_H_
360ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
370ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/block_structure.h"
380ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/sparse_matrix.h"
390ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/internal/eigen.h"
400ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/internal/macros.h"
410ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#include "ceres/internal/scoped_ptr.h"
420ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
430ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongnamespace ceres {
440ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongnamespace internal {
450ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
460ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kongclass TripletSparseMatrix;
470ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
480ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// This class implements the SparseMatrix interface for storing and
490ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// manipulating block sparse matrices. The block structure is stored
500ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// in the CompressedRowBlockStructure object and one is needed to
510ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// initialize the matrix. For details on how the blocks structure of
520ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong// the matrix is stored please see the documentation
530ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
540ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//   internal/ceres/block_structure.h
550ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong//
561d2624a10e2c559f8ba9ef89eaa30832c0a83a96Sascha Haeberlingclass BlockSparseMatrix : public SparseMatrix {
570ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong public:
580ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // Construct a block sparse matrix with a fully initialized
590ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // CompressedRowBlockStructure objected. The matrix takes over
600ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // ownership of this object and destroys it upon destruction.
610ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  //
620ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // TODO(sameeragarwal): Add a function which will validate legal
630ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // CompressedRowBlockStructure objects.
640ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  explicit BlockSparseMatrix(CompressedRowBlockStructure* block_structure);
650ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
660ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  BlockSparseMatrix();
670ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual ~BlockSparseMatrix();
680ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
690ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  // Implementation of SparseMatrix interface.
700ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void SetZero();
710ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void RightMultiply(const double* x, double* y) const;
720ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void LeftMultiply(const double* x, double* y) const;
730ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void SquaredColumnNorm(double* x) const;
740ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void ScaleColumns(const double* scale);
750ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void ToDenseMatrix(Matrix* dense_matrix) const;
760ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual void ToTextFile(FILE* file) const;
770ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
780ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual int num_rows()         const { return num_rows_;     }
790ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual int num_cols()         const { return num_cols_;     }
800ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual int num_nonzeros()     const { return num_nonzeros_; }
810ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual const double* values() const { return values_.get(); }
820ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  virtual double* mutable_values()     { return values_.get(); }
830ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
841d2624a10e2c559f8ba9ef89eaa30832c0a83a96Sascha Haeberling  void ToTripletSparseMatrix(TripletSparseMatrix* matrix) const;
851d2624a10e2c559f8ba9ef89eaa30832c0a83a96Sascha Haeberling  const CompressedRowBlockStructure* block_structure() const;
860ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
870ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong private:
880ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  int num_rows_;
890ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  int num_cols_;
900ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  int max_num_nonzeros_;
910ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  int num_nonzeros_;
920ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  scoped_array<double> values_;
930ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  scoped_ptr<CompressedRowBlockStructure> block_structure_;
940ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong  CERES_DISALLOW_COPY_AND_ASSIGN(BlockSparseMatrix);
950ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong};
960ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
970ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}  // namespace internal
980ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong}  // namespace ceres
990ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong
1000ae28bd5885b5daa526898fcf7c323dc2c3e1963Angus Kong#endif  // CERES_INTERNAL_BLOCK_SPARSE_MATRIX_H_
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