line_search.hpp

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// Copyright 2019 the Autoware Foundation
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
// Co-developed by Tier IV, Inc. and Apex.AI, Inc.
 
#ifndef OPTIMIZATION__LINE_SEARCH__LINE_SEARCH_HPP_
#define OPTIMIZATION__LINE_SEARCH__LINE_SEARCH_HPP_
 
#include <helper_functions/crtp.hpp>
#include <optimization/visibility_control.hpp>
#include <limits>
#include <cmath>
#include <algorithm>
 
namespace autoware
{
namespace common
{
namespace optimization
{
template<typename Derived>
class OPTIMIZATION_PUBLIC LineSearch : public common::helper_functions::crtp<Derived>
{
public:
  // TODO(igor): should we force this to float? We mostly use 64 bit types in optimization.
  using StepT = float_t;
 
  explicit LineSearch(const StepT step_max = std::numeric_limits<StepT>::min())
  {
    m_step_max = step_max;
  }
 
  template<typename DomainValueT, typename OptimizationProblemT>
  inline DomainValueT compute_next_step(
    const DomainValueT & x0, const DomainValueT & initial_step,
    OptimizationProblemT & optimization_problem)
  {
    return this->impl().compute_next_step_(x0, initial_step, optimization_problem);
  }
 
  inline StepT get_step_max() const noexcept
  {
    return m_step_max;
  }
 
  inline void set_step_max(const StepT step_max) noexcept
  {
    m_step_max = step_max;
  }
 
private:
  StepT m_step_max;
};
 
}  // namespace optimization
}  // namespace common
}  // namespace autoware
 
#endif  // OPTIMIZATION__LINE_SEARCH__LINE_SEARCH_HPP_