itkMultiStartOptimizerv4.h

Go to the documentation of this file.

/*=========================================================================
 *
 *  Copyright NumFOCUS
 *
 *  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
 *
 *         https://www.apache.org/licenses/LICENSE-2.0.txt
 *
 *  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.
 *
 *=========================================================================*/
#ifndef itkMultiStartOptimizerv4_h
#define itkMultiStartOptimizerv4_h
 
#include "itkObjectToObjectOptimizerBase.h"
#include "itkGradientDescentOptimizerv4.h"
 
namespace itk
{

template <typename TInternalComputationValueType>
class ITK_TEMPLATE_EXPORT MultiStartOptimizerv4Template
  : public ObjectToObjectOptimizerBaseTemplate<TInternalComputationValueType>
{
public:
  ITK_DISALLOW_COPY_AND_MOVE(MultiStartOptimizerv4Template);

  using Self = MultiStartOptimizerv4Template;
  using Superclass = ObjectToObjectOptimizerBaseTemplate<TInternalComputationValueType>;
  using Pointer = SmartPointer<Self>;
  using ConstPointer = SmartPointer<const Self>;

  itkOverrideGetNameOfClassMacro(MultiStartOptimizerv4Template);

  itkNewMacro(Self);
 
  using typename Superclass::ParametersType;
  using ParametersListType = std::vector<ParametersType>;
  using ParameterListSizeType = typename ParametersListType::size_type;
 
  using OptimizerType = ObjectToObjectOptimizerBaseTemplate<TInternalComputationValueType>;
  using OptimizerPointer = typename OptimizerType::Pointer;
  using LocalOptimizerType = typename itk::GradientDescentOptimizerv4Template<TInternalComputationValueType>;
  using LocalOptimizerPointer = typename LocalOptimizerType::Pointer;

#if !defined(ITK_LEGACY_REMOVE)
  // We need to expose the enum values at the class level
  // for backwards compatibility
  static constexpr itk::StopConditionObjectToObjectOptimizerEnum MAXIMUM_NUMBER_OF_ITERATIONS =
    itk::StopConditionObjectToObjectOptimizerEnum::MAXIMUM_NUMBER_OF_ITERATIONS;
  static constexpr itk::StopConditionObjectToObjectOptimizerEnum COSTFUNCTION_ERROR =
    itk::StopConditionObjectToObjectOptimizerEnum::COSTFUNCTION_ERROR;
  static constexpr itk::StopConditionObjectToObjectOptimizerEnum UPDATE_PARAMETERS_ERROR =
    itk::StopConditionObjectToObjectOptimizerEnum::UPDATE_PARAMETERS_ERROR;
  static constexpr itk::StopConditionObjectToObjectOptimizerEnum STEP_TOO_SMALL =
    itk::StopConditionObjectToObjectOptimizerEnum::STEP_TOO_SMALL;
  static constexpr itk::StopConditionObjectToObjectOptimizerEnum CONVERGENCE_CHECKER_PASSED =
    itk::StopConditionObjectToObjectOptimizerEnum::CONVERGENCE_CHECKER_PASSED;
  static constexpr itk::StopConditionObjectToObjectOptimizerEnum OTHER_ERROR =
    itk::StopConditionObjectToObjectOptimizerEnum::OTHER_ERROR;
#endif

  using typename Superclass::StopConditionReturnStringType;

  using typename Superclass::StopConditionDescriptionType;


  using InternalComputationValueType = TInternalComputationValueType;

  using typename Superclass::MetricType;
  using MetricTypePointer = typename MetricType::Pointer;

  using DerivativeType = typename MetricType::DerivativeType;

  using typename Superclass::MeasureType;
  using MetricValuesListType = std::vector<MeasureType>;

  itkGetConstReferenceMacro(StopCondition, StopConditionObjectToObjectOptimizerEnum);

  void
  InstantiateLocalOptimizer();

  void
  StartOptimization(bool doOnlyInitialization = false) override;

  virtual void
  StopOptimization();

  virtual void
  ResumeOptimization();

  StopConditionReturnStringType
  GetStopConditionDescription() const override;

  ParametersListType &
  GetParametersList();

  void
  SetParametersList(ParametersListType & p);

  const MetricValuesListType &
  GetMetricValuesList() const;

  ParametersType
  GetBestParameters();

  itkSetObjectMacro(LocalOptimizer, OptimizerType);
  itkGetModifiableObjectMacro(LocalOptimizer, OptimizerType);
  inline ParameterListSizeType
  GetBestParametersIndex()
  {
    return this->m_BestParametersIndex;
  }
 
protected:
  MultiStartOptimizerv4Template();
  ~MultiStartOptimizerv4Template() override = default;
  void
  PrintSelf(std::ostream & os, Indent indent) const override;
 
  /* Common variables for optimization control and reporting */
  bool                                     m_Stop{ false };
  StopConditionObjectToObjectOptimizerEnum m_StopCondition{};
  StopConditionDescriptionType             m_StopConditionDescription{};
  ParametersListType                       m_ParametersList{};
  MetricValuesListType                     m_MetricValuesList{};
  MeasureType                              m_MinimumMetricValue{};
  MeasureType                              m_MaximumMetricValue{};
  ParameterListSizeType                    m_BestParametersIndex{};
  OptimizerPointer                         m_LocalOptimizer{};
};

using MultiStartOptimizerv4 = MultiStartOptimizerv4Template<double>;
 
} // end namespace itk
 
#ifndef ITK_MANUAL_INSTANTIATION
#  include "itkMultiStartOptimizerv4.hxx"
#endif
 
#endif