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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//
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,
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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
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16//
17// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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24// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
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29// Author: sameeragarwal@google.com (Sameer Agarwal)
30
31#ifndef CERES_INTERNAL_LINE_SEARCH_MINIMIZER_H_
32#define CERES_INTERNAL_LINE_SEARCH_MINIMIZER_H_
33
Austin Schuh1d1e6ea2020-12-23 21:56:30 -080034#include "ceres/internal/eigen.h"
Austin Schuh3de38b02024-06-25 18:25:10 -070035#include "ceres/internal/export.h"
Austin Schuh70cc9552019-01-21 19:46:48 -080036#include "ceres/minimizer.h"
37#include "ceres/solver.h"
38#include "ceres/types.h"
Austin Schuh70cc9552019-01-21 19:46:48 -080039#include "glog/logging.h"
40
Austin Schuh3de38b02024-06-25 18:25:10 -070041namespace ceres::internal {
Austin Schuh70cc9552019-01-21 19:46:48 -080042
43// Generic line search minimization algorithm.
44//
45// For example usage, see SolverImpl::Minimize.
Austin Schuh3de38b02024-06-25 18:25:10 -070046class CERES_NO_EXPORT LineSearchMinimizer final : public Minimizer {
Austin Schuh70cc9552019-01-21 19:46:48 -080047 public:
48 struct State {
Austin Schuh3de38b02024-06-25 18:25:10 -070049 State(int /*num_parameters*/, int num_effective_parameters)
Austin Schuh70cc9552019-01-21 19:46:48 -080050 : cost(0.0),
51 gradient(num_effective_parameters),
52 gradient_squared_norm(0.0),
53 search_direction(num_effective_parameters),
54 directional_derivative(0.0),
Austin Schuh1d1e6ea2020-12-23 21:56:30 -080055 step_size(0.0) {}
Austin Schuh70cc9552019-01-21 19:46:48 -080056
57 double cost;
58 Vector gradient;
59 double gradient_squared_norm;
60 double gradient_max_norm;
61 Vector search_direction;
62 double directional_derivative;
63 double step_size;
64 };
65
Austin Schuh1d1e6ea2020-12-23 21:56:30 -080066 void Minimize(const Minimizer::Options& options,
67 double* parameters,
68 Solver::Summary* summary) final;
Austin Schuh70cc9552019-01-21 19:46:48 -080069};
70
Austin Schuh3de38b02024-06-25 18:25:10 -070071} // namespace ceres::internal
Austin Schuh70cc9552019-01-21 19:46:48 -080072
73#endif // CERES_INTERNAL_LINE_SEARCH_MINIMIZER_H_