ITK  4.9.0
Insight Segmentation and Registration Toolkit
itkLBFGSBOptimizer.h
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18 #ifndef itkLBFGSBOptimizer_h
19 #define itkLBFGSBOptimizer_h
20 
21 #include "itkIntTypes.h"
23 #include "ITKOptimizersExport.h"
24 
25 namespace itk
26 {
27 /* Necessary forward declaration see below for definition */
35 class ITKOptimizers_EXPORT LBFGSBOptimizerHelper;
36 
63 class ITKOptimizers_EXPORT LBFGSBOptimizer:
65 {
66 public:
72 
74  itkNewMacro(Self);
75 
78 
83 
88 
90  typedef vnl_vector< double > InternalBoundValueType;
91 
93  typedef vnl_vector< long > InternalBoundSelectionType;
94 
97 
99  virtual void StartOptimization(void) ITK_OVERRIDE;
100 
102  virtual void SetCostFunction(SingleValuedCostFunction *costFunction) ITK_OVERRIDE;
103 
107  virtual void SetTrace(bool flag);
108 
109  itkGetMacro(Trace, bool);
110  itkBooleanMacro(Trace);
111 
113  virtual void SetLowerBound(const BoundValueType & value);
114  itkGetConstReferenceMacro(LowerBound,BoundValueType);
116 
118  virtual void SetUpperBound(const BoundValueType & value);
119  itkGetConstReferenceMacro(UpperBound,BoundValueType);
121 
128  virtual void SetBoundSelection(const BoundSelectionType & select);
129  itkGetConstReferenceMacro(BoundSelection,BoundSelectionType);
131 
138  virtual void SetCostFunctionConvergenceFactor(double);
139 
140  itkGetMacro(CostFunctionConvergenceFactor, double);
141 
146  virtual void SetProjectedGradientTolerance(double);
147 
148  itkGetMacro(ProjectedGradientTolerance, double);
149 
151  virtual void SetMaximumNumberOfIterations(unsigned int);
152 
153  itkGetMacro(MaximumNumberOfIterations, unsigned int);
154 
156  virtual void SetMaximumNumberOfEvaluations(unsigned int);
157 
158  itkGetMacro(MaximumNumberOfEvaluations, unsigned int);
159 
161  virtual void SetMaximumNumberOfCorrections(unsigned int);
162 
163  itkGetMacro(MaximumNumberOfCorrections, unsigned int);
164 
166  void SetScales(const ScalesType &)
167  {
168  itkExceptionMacro(<< "This optimizer does not support scales.");
169  }
170 
172  itkGetConstReferenceMacro(CurrentIteration, unsigned int);
173 
175  MeasureType GetValue() const;
176 
179  itkGetConstReferenceMacro(InfinityNormOfProjectedGradient, double);
180 
182  virtual const std::string GetStopConditionDescription() const ITK_OVERRIDE;
183 
184 protected:
185  LBFGSBOptimizer();
186  virtual ~LBFGSBOptimizer();
187  virtual void PrintSelf(std::ostream & os, Indent indent) const ITK_OVERRIDE;
188 
190 
191 private:
192  LBFGSBOptimizer(const Self &) ITK_DELETE_FUNCTION;
193  void operator=(const Self &) ITK_DELETE_FUNCTION;
194 
195  // give the helper access to member variables, to update iteration
196  // counts, etc.
197  friend class LBFGSBOptimizerHelper;
198 
199  bool m_Trace;
200  bool m_OptimizerInitialized;
201  double m_CostFunctionConvergenceFactor;
202  double m_ProjectedGradientTolerance;
203  unsigned int m_MaximumNumberOfIterations;
204  unsigned int m_MaximumNumberOfEvaluations;
205  unsigned int m_MaximumNumberOfCorrections;
206  unsigned int m_CurrentIteration;
207  double m_InfinityNormOfProjectedGradient;
208 
209  InternalOptimizerType * m_VnlOptimizer;
210  BoundValueType m_LowerBound;
211  BoundValueType m_UpperBound;
212  BoundSelectionType m_BoundSelection;
213 };
214 } // end namespace itk
215 
216 #endif
vnl_vector< long > InternalBoundSelectionType
This class is a base for the CostFunctions returning a single value.
Light weight base class for most itk classes.
vnl_vector< double > InternalBoundValueType
Array< long > BoundSelectionType
Superclass::CostFunctionAdaptorType CostFunctionAdaptorType
Superclass::ScalesType ScalesType
Limited memory Broyden Fletcher Goldfarb Shannon minimization with simple bounds. ...
Array< double > BoundValueType
This class is a base for the Optimization methods that optimize a single valued function.
SmartPointer< Self > Pointer
SingleValuedNonLinearVnlOptimizer Superclass
LBFGSBOptimizerHelper InternalOptimizerType
Control indentation during Print() invocation.
Definition: itkIndent.h:49
SmartPointer< const Self > ConstPointer
Wrapper helper around vnl_lbfgsb.