itkLBFGSBOptimizerv4.h

Go to the documentation of this file.

/*=========================================================================
 *
 *  Copyright Insight Software Consortium
 *
 *  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.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 __itkLBFGSBOptimizerv4_h
#define __itkLBFGSBOptimizerv4_h

#include "itkLBFGSOptimizerBasev4.h"
#include "vnl/algo/vnl_lbfgsb.h"

namespace itk
{
/* Necessary forward declaration */
class LBFGSBOptimizerHelperv4;

class LBFGSBOptimizerv4:
  public LBFGSOptimizerBasev4< vnl_lbfgsb >
{
public:
  typedef LBFGSBOptimizerv4                 Self;
  typedef LBFGSOptimizerBasev4<vnl_lbfgsb>  Superclass;
  typedef SmartPointer< Self >              Pointer;
  typedef SmartPointer< const Self >        ConstPointer;

  typedef Superclass::MetricType     MetricType;
  typedef Superclass::ParametersType ParametersType;
  typedef Superclass::ScalesType     ScalesType;

  itkNewMacro(Self);

  itkTypeMacro(LBFGSBOptimizerv4, Superclass);

  enum BoundSelectionValues {
    UNBOUNDED = 0,
    LOWERBOUNDED = 1,
    BOTHBOUNDED = 2,
    UPPERBOUNDED = 3
    };

  typedef Array< double > BoundValueType;

  typedef Array< long > BoundSelectionType;

  void SetInitialPosition(const ParametersType & param);

  ParametersType & GetInitialPosition(void)
  {
  return m_InitialPosition;
  }

  virtual void StartOptimization(bool doOnlyInitialization = false) ITK_OVERRIDE;

  virtual void SetMetric(MetricType *metric) ITK_OVERRIDE;

  void SetLowerBound(const BoundValueType & value);

  itkGetConstReferenceMacro(LowerBound,BoundValueType);

  void SetUpperBound(const BoundValueType & value);

  itkGetConstReferenceMacro(UpperBound,BoundValueType);

  void SetBoundSelection(const BoundSelectionType & select);

  itkGetConstReferenceMacro(BoundSelection,BoundSelectionType);

  virtual void SetCostFunctionConvergenceFactor(double);

  itkGetConstMacro(CostFunctionConvergenceFactor, double);

  virtual void SetMaximumNumberOfCorrections(unsigned int);

  itkGetConstMacro(MaximumNumberOfCorrections, unsigned int);

  virtual void SetScales(const ScalesType &) ITK_OVERRIDE;

  itkGetConstReferenceMacro(InfinityNormOfProjectedGradient, double);

protected:
  LBFGSBOptimizerv4();
  virtual ~LBFGSBOptimizerv4();
  virtual void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE;

  typedef Superclass::CostFunctionAdaptorType CostFunctionAdaptorType;

  typedef   LBFGSBOptimizerHelperv4   InternalOptimizerType;

  friend class LBFGSBOptimizerHelperv4;

private:
  LBFGSBOptimizerv4(const Self &); //purposely not implemented
  void operator=(const Self &); //purposely not implemented

  unsigned int m_MaximumNumberOfCorrections;

  ParametersType          m_InitialPosition;
  BoundValueType          m_LowerBound;
  BoundValueType          m_UpperBound;
  BoundSelectionType      m_BoundSelection;
};
} // end namespace itk
#endif