line_search_direction.h 2.7 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_DIRECTION_H_
  31. #define CERES_INTERNAL_LINE_SEARCH_DIRECTION_H_
  32. #include <memory>
  33. #include "ceres/internal/eigen.h"
  34. #include "ceres/internal/export.h"
  35. #include "ceres/line_search_minimizer.h"
  36. #include "ceres/types.h"
  37. namespace ceres::internal {
  38. class CERES_NO_EXPORT LineSearchDirection {
  39. public:
  40. struct Options {
  41. int num_parameters{0};
  42. LineSearchDirectionType type{LBFGS};
  43. NonlinearConjugateGradientType nonlinear_conjugate_gradient_type{
  44. FLETCHER_REEVES};
  45. double function_tolerance{1e-12};
  46. int max_lbfgs_rank{20};
  47. bool use_approximate_eigenvalue_bfgs_scaling{true};
  48. };
  49. static std::unique_ptr<LineSearchDirection> Create(const Options& options);
  50. virtual ~LineSearchDirection();
  51. virtual bool NextDirection(const LineSearchMinimizer::State& previous,
  52. const LineSearchMinimizer::State& current,
  53. Vector* search_direction) = 0;
  54. };
  55. } // namespace ceres::internal
  56. #endif // CERES_INTERNAL_LINE_SEARCH_DIRECTION_H_