line_search_minimizer.h 2.8 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_LINE_SEARCH_MINIMIZER_H_
  31. #define CERES_INTERNAL_LINE_SEARCH_MINIMIZER_H_
  32. #include "ceres/internal/eigen.h"
  33. #include "ceres/internal/export.h"
  34. #include "ceres/minimizer.h"
  35. #include "ceres/solver.h"
  36. #include "ceres/types.h"
  37. #include "glog/logging.h"
  38. namespace ceres::internal {
  39. // Generic line search minimization algorithm.
  40. //
  41. // For example usage, see SolverImpl::Minimize.
  42. class CERES_NO_EXPORT LineSearchMinimizer final : public Minimizer {
  43. public:
  44. struct State {
  45. State(int /*num_parameters*/, int num_effective_parameters)
  46. : cost(0.0),
  47. gradient(num_effective_parameters),
  48. gradient_squared_norm(0.0),
  49. search_direction(num_effective_parameters),
  50. directional_derivative(0.0),
  51. step_size(0.0) {}
  52. double cost;
  53. Vector gradient;
  54. double gradient_squared_norm;
  55. double gradient_max_norm;
  56. Vector search_direction;
  57. double directional_derivative;
  58. double step_size;
  59. };
  60. void Minimize(const Minimizer::Options& options,
  61. double* parameters,
  62. Solver::Summary* summary) final;
  63. };
  64. } // namespace ceres::internal
  65. #endif // CERES_INTERNAL_LINE_SEARCH_MINIMIZER_H_