internal/ceres/linear_least_squares_problems.h

// Ceres Solver - A fast non-linear least squares minimizer
// Copyright 2010, 2011, 2012 Google Inc. All rights reserved.
// http://code.google.com/p/ceres-solver/
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// Author: sameeragarwal@google.com (Sameer Agarwal)

#ifndef CERES_INTERNAL_LINEAR_LEAST_SQUARES_PROBLEMS_H_
#define CERES_INTERNAL_LINEAR_LEAST_SQUARES_PROBLEMS_H_

#include <string>
#include <vector>
#include "ceres/sparse_matrix.h"
#include "ceres/internal/port.h"
#include "ceres/internal/scoped_ptr.h"

namespace ceres {
namespace internal {

// Structure defining a linear least squares problem and if possible
// ground truth solutions. To be used by various LinearSolver tests.
struct LinearLeastSquaresProblem {
  LinearLeastSquaresProblem()
      : A(NULL), b(NULL), D(NULL), num_eliminate_blocks(0),
        x(NULL), x_D(NULL) {
  }

  scoped_ptr<SparseMatrix> A;
  scoped_array<double> b;
  scoped_array<double> D;
  // If using the schur eliminator then how many of the variable
  // blocks are e_type blocks.
  int num_eliminate_blocks;

  // Solution to min_x |Ax - b|^2
  scoped_array<double> x;
  // Solution to min_x |Ax - b|^2 + |Dx|^2
  scoped_array<double> x_D;
};

// Factories for linear least squares problem.
LinearLeastSquaresProblem* CreateLinearLeastSquaresProblemFromId(int id);
LinearLeastSquaresProblem* CreateLinearLeastSquaresProblemFromFile(
    const string& filename);

LinearLeastSquaresProblem* LinearLeastSquaresProblem0();
LinearLeastSquaresProblem* LinearLeastSquaresProblem1();
LinearLeastSquaresProblem* LinearLeastSquaresProblem2();
LinearLeastSquaresProblem* LinearLeastSquaresProblem3();

// Write the linear least squares problem to disk. The exact format
// depends on dump_format_type.
bool DumpLinearLeastSquaresProblem(const string& directory,
                                   int iteration,
                                   DumpFormatType dump_format_type,
                                   const SparseMatrix* A,
                                   const double* D,
                                   const double* b,
                                   const double* x,
                                   int num_eliminate_blocks);
}  // namespace internal
}  // namespace ceres

#endif  // CERES_INTERNAL_LINEAR_LEAST_SQUARES_PROBLEMS_H_