linear_least_squares_problems.h 4.0 KB

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  1. // Ceres Solver - A fast non-linear least squares minimizer
  2. // Copyright 2023 Google Inc. All rights reserved.
  3. // http://ceres-solver.org/
  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@google.com (Sameer Agarwal)
  30. #ifndef CERES_INTERNAL_LINEAR_LEAST_SQUARES_PROBLEMS_H_
  31. #define CERES_INTERNAL_LINEAR_LEAST_SQUARES_PROBLEMS_H_
  32. #include <memory>
  33. #include <string>
  34. #include <vector>
  35. #include "ceres/internal/disable_warnings.h"
  36. #include "ceres/internal/export.h"
  37. #include "ceres/sparse_matrix.h"
  38. namespace ceres::internal {
  39. // Structure defining a linear least squares problem and if possible
  40. // ground truth solutions. To be used by various LinearSolver tests.
  41. struct CERES_NO_EXPORT LinearLeastSquaresProblem {
  42. LinearLeastSquaresProblem() = default;
  43. std::unique_ptr<SparseMatrix> A;
  44. std::unique_ptr<double[]> b;
  45. std::unique_ptr<double[]> D;
  46. // If using the schur eliminator then how many of the variable
  47. // blocks are e_type blocks.
  48. int num_eliminate_blocks{0};
  49. // Solution to min_x |Ax - b|^2
  50. std::unique_ptr<double[]> x;
  51. // Solution to min_x |Ax - b|^2 + |Dx|^2
  52. std::unique_ptr<double[]> x_D;
  53. };
  54. // Factories for linear least squares problem.
  55. CERES_NO_EXPORT std::unique_ptr<LinearLeastSquaresProblem>
  56. CreateLinearLeastSquaresProblemFromId(int id);
  57. CERES_NO_EXPORT
  58. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem0();
  59. CERES_NO_EXPORT
  60. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem1();
  61. CERES_NO_EXPORT
  62. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem2();
  63. CERES_NO_EXPORT
  64. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem3();
  65. CERES_NO_EXPORT
  66. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem4();
  67. CERES_NO_EXPORT
  68. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem5();
  69. CERES_NO_EXPORT
  70. std::unique_ptr<LinearLeastSquaresProblem> LinearLeastSquaresProblem6();
  71. // Write the linear least squares problem to disk. The exact format
  72. // depends on dump_format_type.
  73. CERES_NO_EXPORT
  74. bool DumpLinearLeastSquaresProblem(const std::string& filename_base,
  75. DumpFormatType dump_format_type,
  76. const SparseMatrix* A,
  77. const double* D,
  78. const double* b,
  79. const double* x,
  80. int num_eliminate_blocks);
  81. } // namespace ceres::internal
  82. #include "ceres/internal/reenable_warnings.h"
  83. #endif // CERES_INTERNAL_LINEAR_LEAST_SQUARES_PROBLEMS_H_