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Austin Schuh70cc9552019-01-21 19:46:48 -08001// Ceres Solver - A fast non-linear least squares minimizer
Austin Schuh3de38b02024-06-25 18:25:10 -07002// Copyright 2023 Google Inc. All rights reserved.
Austin Schuh70cc9552019-01-21 19:46:48 -08003// http://ceres-solver.org/
4//
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6// modification, are permitted provided that the following conditions are met:
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29// Author: sameeragarwal@google.com (Sameer Agarwal)
30
31#ifndef CERES_INTERNAL_LINE_SEARCH_DIRECTION_H_
32#define CERES_INTERNAL_LINE_SEARCH_DIRECTION_H_
33
Austin Schuh3de38b02024-06-25 18:25:10 -070034#include <memory>
35
Austin Schuh70cc9552019-01-21 19:46:48 -080036#include "ceres/internal/eigen.h"
Austin Schuh3de38b02024-06-25 18:25:10 -070037#include "ceres/internal/export.h"
Austin Schuh70cc9552019-01-21 19:46:48 -080038#include "ceres/line_search_minimizer.h"
39#include "ceres/types.h"
40
Austin Schuh3de38b02024-06-25 18:25:10 -070041namespace ceres::internal {
Austin Schuh70cc9552019-01-21 19:46:48 -080042
Austin Schuh3de38b02024-06-25 18:25:10 -070043class CERES_NO_EXPORT LineSearchDirection {
Austin Schuh70cc9552019-01-21 19:46:48 -080044 public:
45 struct Options {
Austin Schuh3de38b02024-06-25 18:25:10 -070046 int num_parameters{0};
47 LineSearchDirectionType type{LBFGS};
48 NonlinearConjugateGradientType nonlinear_conjugate_gradient_type{
49 FLETCHER_REEVES};
50 double function_tolerance{1e-12};
51 int max_lbfgs_rank{20};
52 bool use_approximate_eigenvalue_bfgs_scaling{true};
Austin Schuh70cc9552019-01-21 19:46:48 -080053 };
54
Austin Schuh3de38b02024-06-25 18:25:10 -070055 static std::unique_ptr<LineSearchDirection> Create(const Options& options);
Austin Schuh70cc9552019-01-21 19:46:48 -080056
Austin Schuh3de38b02024-06-25 18:25:10 -070057 virtual ~LineSearchDirection();
Austin Schuh70cc9552019-01-21 19:46:48 -080058 virtual bool NextDirection(const LineSearchMinimizer::State& previous,
59 const LineSearchMinimizer::State& current,
60 Vector* search_direction) = 0;
61};
62
Austin Schuh3de38b02024-06-25 18:25:10 -070063} // namespace ceres::internal
Austin Schuh70cc9552019-01-21 19:46:48 -080064
65#endif // CERES_INTERNAL_LINE_SEARCH_DIRECTION_H_