#include <itkSingleValuedNonLinearVnlOptimizerv4.h>

Inheritance diagram for itk::SingleValuedNonLinearVnlOptimizerv4:

Collaboration diagram for itk::SingleValuedNonLinearVnlOptimizerv4:

Detailed Description

This is a base for the ITKv4 Optimization methods using the vnl library.

It is an Adaptor class for optimizers provided by the vnl library.

Definition at line 37 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

Public Types
typedef ReceptorMemberCommand < Self >	CommandType

typedef SmartPointer< const Self >	ConstPointer

typedef Superclass::DerivativeType	DerivativeType

typedef Superclass::MetricType	MetricType

typedef Superclass::ParametersType	ParametersType

typedef SmartPointer< Self >	Pointer

typedef Superclass::ScalesType	ScalesType

typedef SingleValuedNonLinearVnlOptimizerv4	Self

typedef Superclass::StopConditionDescriptionType	StopConditionDescriptionType

typedef Superclass::StopConditionReturnStringType	StopConditionReturnStringType

typedef ObjectToObjectOptimizerBase	Superclass

Public Types inherited from itk::ObjectToObjectOptimizerBaseTemplate< double >
typedef SmartPointer< const Self >	ConstPointer

typedef MetricType::DerivativeType	DerivativeType

typedef MetricType::MeasureType	MeasureType

typedef ObjectToObjectMetricBaseTemplate < double >	MetricType

typedef MetricType::Pointer	MetricTypePointer

typedef MetricType::NumberOfParametersType	NumberOfParametersType

typedef OptimizerParameters < double >	ParametersType

typedef SmartPointer< Self >	Pointer

typedef OptimizerParameterScalesEstimatorTemplate < double >	ScalesEstimatorType

typedef OptimizerParameters < double >	ScalesType

typedef ObjectToObjectOptimizerBaseTemplate	Self

typedef std::ostringstream	StopConditionDescriptionType

typedef std::string	StopConditionReturnStringType

typedef Object	Superclass

Public Types inherited from itk::Object
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef Object	Self

typedef LightObject	Superclass

Public Types inherited from itk::LightObject
typedef SmartPointer< const Self >	ConstPointer

typedef SmartPointer< Self >	Pointer

typedef LightObject	Self

Public Member Functions
virtual const char *	GetNameOfClass () const

virtual const StopConditionReturnStringType	GetStopConditionDescription () const override=0

virtual void	SetMetric (MetricType *metric) override=0

virtual void	StartOptimization (bool doOnlyInitialization=false) override


virtual const DerivativeType &	GetCachedDerivative () const

virtual const ParametersType &	GetCachedCurrentPosition () const

Public Member Functions inherited from itk::ObjectToObjectOptimizerBaseTemplate< double >
virtual SizeValueType	GetCurrentIteration () const

virtual const MeasureType &	GetCurrentMetricValue () const

virtual const ParametersType &	GetCurrentPosition () const

virtual SizeValueType	GetNumberOfIterations () const

virtual const ThreadIdType &	GetNumberOfThreads () const

virtual const ScalesType &	GetScales () const

virtual const bool &	GetScalesAreIdentity () const

bool	GetScalesInitialized () const

virtual const MeasureType &	GetValue () const

virtual const ScalesType &	GetWeights () const

virtual const bool &	GetWeightsAreIdentity () const

virtual void	SetNumberOfIterations (SizeValueType _arg)

virtual void	SetNumberOfThreads (ThreadIdType number)

virtual void	SetScalesEstimator (ScalesEstimatorType *_arg)

virtual void	SetWeights (ScalesType _arg)

virtual void	SetMetric (MetricType *_arg)

virtual MetricType *	GetModifiableMetric ()

virtual const MetricType *	GetMetric () const

virtual void	SetScales (const ScalesType &scales)

virtual void	SetDoEstimateScales (bool _arg)

virtual const bool &	GetDoEstimateScales () const

virtual void	DoEstimateScalesOn ()

virtual void	DoEstimateScalesOff ()

Public Member Functions inherited from itk::Object
unsigned long	AddObserver (const EventObject &event, Command *)

unsigned long	AddObserver (const EventObject &event, Command *) const

virtual LightObject::Pointer	CreateAnother () const override

virtual void	DebugOff () const

virtual void	DebugOn () const

Command *	GetCommand (unsigned long tag)

bool	GetDebug () const

MetaDataDictionary &	GetMetaDataDictionary ()

const MetaDataDictionary &	GetMetaDataDictionary () const

virtual ModifiedTimeType	GetMTime () const

virtual const TimeStamp &	GetTimeStamp () const

bool	HasObserver (const EventObject &event) const

void	InvokeEvent (const EventObject &)

void	InvokeEvent (const EventObject &) const

virtual void	Modified () const

virtual void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag)

void	SetDebug (bool debugFlag) const

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

virtual void	SetReferenceCount (int) override

virtual void	UnRegister () const noexceptoverride

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () const

Public Member Functions inherited from itk::LightObject
virtual void	Delete ()

virtual int	GetReferenceCount () const

	itkCloneMacro (Self)

void	Print (std::ostream &os, Indent indent=0) const

Protected Types
typedef SingleValuedVnlCostFunctionAdaptorv4	CostFunctionAdaptorType

Protected Member Functions
const CostFunctionAdaptorType *	GetCostFunctionAdaptor () const

CostFunctionAdaptorType *	GetCostFunctionAdaptor ()

CostFunctionAdaptorType *	GetNonConstCostFunctionAdaptor () const

virtual void	PrintSelf (std::ostream &os, Indent indent) const override

void	SetCostFunctionAdaptor (CostFunctionAdaptorType *adaptor)

	SingleValuedNonLinearVnlOptimizerv4 ()

virtual	~SingleValuedNonLinearVnlOptimizerv4 ()

Protected Member Functions inherited from itk::ObjectToObjectOptimizerBaseTemplate< double >
	ObjectToObjectOptimizerBaseTemplate ()

virtual	~ObjectToObjectOptimizerBaseTemplate ()

Protected Member Functions inherited from itk::Object
	Object ()

bool	PrintObservers (std::ostream &os, Indent indent) const

virtual void	SetTimeStamp (const TimeStamp &time)

virtual	~Object ()

Protected Member Functions inherited from itk::LightObject
virtual LightObject::Pointer	InternalClone () const

	LightObject ()

virtual void	PrintHeader (std::ostream &os, Indent indent) const

virtual void	PrintTrailer (std::ostream &os, Indent indent) const

virtual	~LightObject ()

Private Member Functions
void	IterationReport (const EventObject &event)

void	operator= (const Self &) ITK_DELETE_FUNCTION

	SingleValuedNonLinearVnlOptimizerv4 (const Self &) ITK_DELETE_FUNCTION

Private Attributes
ParametersType	m_CachedCurrentPosition

DerivativeType	m_CachedDerivative

CommandType::Pointer	m_Command

CostFunctionAdaptorType *	m_CostFunctionAdaptor

Additional Inherited Members
Static Public Member Functions inherited from itk::Object
static bool	GetGlobalWarningDisplay ()

static void	GlobalWarningDisplayOff ()

static void	GlobalWarningDisplayOn ()

static Pointer	New ()

static void	SetGlobalWarningDisplay (bool flag)

Static Public Member Functions inherited from itk::LightObject
static void	BreakOnError ()

static Pointer	New ()

Protected Attributes inherited from itk::ObjectToObjectOptimizerBaseTemplate< double >
SizeValueType	m_CurrentIteration

MeasureType	m_CurrentMetricValue

bool	m_DoEstimateScales

MetricTypePointer	m_Metric

SizeValueType	m_NumberOfIterations

ThreadIdType	m_NumberOfThreads

ScalesType	m_Scales

bool	m_ScalesAreIdentity

ScalesEstimatorType::Pointer	m_ScalesEstimator

ScalesType	m_Weights

bool	m_WeightsAreIdentity

Protected Attributes inherited from itk::LightObject
AtomicInt< int >	m_ReferenceCount

Member Typedef Documentation

typedef ReceptorMemberCommand< Self > itk::SingleValuedNonLinearVnlOptimizerv4::CommandType

Command observer that will interact with the ITKVNL cost-function adaptor in order to generate iteration events. This will allow to overcome the limitation of VNL optimizers not offering callbacks for every iteration

Definition at line 54 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef SmartPointer< const Self > itk::SingleValuedNonLinearVnlOptimizerv4::ConstPointer

Definition at line 45 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef SingleValuedVnlCostFunctionAdaptorv4 itk::SingleValuedNonLinearVnlOptimizerv4::CostFunctionAdaptorType

protected

Definition at line 93 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef Superclass::DerivativeType itk::SingleValuedNonLinearVnlOptimizerv4::DerivativeType

Definition at line 57 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef Superclass::MetricType itk::SingleValuedNonLinearVnlOptimizerv4::MetricType

Definition at line 56 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef Superclass::ParametersType itk::SingleValuedNonLinearVnlOptimizerv4::ParametersType

Definition at line 58 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef SmartPointer< Self > itk::SingleValuedNonLinearVnlOptimizerv4::Pointer

Definition at line 44 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef Superclass::ScalesType itk::SingleValuedNonLinearVnlOptimizerv4::ScalesType

Definition at line 59 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef SingleValuedNonLinearVnlOptimizerv4 itk::SingleValuedNonLinearVnlOptimizerv4::Self

Standard class typedefs.

Definition at line 42 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef Superclass::StopConditionDescriptionType itk::SingleValuedNonLinearVnlOptimizerv4::StopConditionDescriptionType

Stop condition internal string type

Definition at line 65 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef Superclass::StopConditionReturnStringType itk::SingleValuedNonLinearVnlOptimizerv4::StopConditionReturnStringType

Stop condition return string type

Definition at line 62 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

typedef ObjectToObjectOptimizerBase itk::SingleValuedNonLinearVnlOptimizerv4::Superclass

Definition at line 43 of file itkSingleValuedNonLinearVnlOptimizerv4.h.

Constructor & Destructor Documentation

itk::SingleValuedNonLinearVnlOptimizerv4::SingleValuedNonLinearVnlOptimizerv4 ( )

protected

virtual itk::SingleValuedNonLinearVnlOptimizerv4::~SingleValuedNonLinearVnlOptimizerv4 ( )

protectedvirtual

itk::SingleValuedNonLinearVnlOptimizerv4::SingleValuedNonLinearVnlOptimizerv4 ( const Self & )

private

Member Function Documentation

virtual const ParametersType& itk::SingleValuedNonLinearVnlOptimizerv4::GetCachedCurrentPosition ( ) const

virtual

Return Cached Values. These method have the advantage of not triggering a recomputation of the metric value, but it has the disadvantage of returning a value that may not be the one corresponding to the current parameters. For GUI update purposes, this method is a good option.

Note: The metric value is cached in the base class, retrieved via GetValue().

virtual const DerivativeType& itk::SingleValuedNonLinearVnlOptimizerv4::GetCachedDerivative ( ) const

virtual

Return Cached Values. These method have the advantage of not triggering a recomputation of the metric value, but it has the disadvantage of returning a value that may not be the one corresponding to the current parameters. For GUI update purposes, this method is a good option.

Note: The metric value is cached in the base class, retrieved via GetValue().

const CostFunctionAdaptorType* itk::SingleValuedNonLinearVnlOptimizerv4::GetCostFunctionAdaptor ( ) const

protected

CostFunctionAdaptorType* itk::SingleValuedNonLinearVnlOptimizerv4::GetCostFunctionAdaptor ( )

protected

virtual const char* itk::SingleValuedNonLinearVnlOptimizerv4::GetNameOfClass ( ) const

virtual

Run-time type information (and related methods).

Reimplemented from itk::ObjectToObjectOptimizerBaseTemplate< double >.

Reimplemented in itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >, itk::LBFGSOptimizerBasev4< vnl_lbfgs >, itk::LBFGSOptimizerBasev4< vnl_lbfgsb >, itk::LBFGSBOptimizerv4, itk::AmoebaOptimizerv4, and itk::LBFGSOptimizerv4.

CostFunctionAdaptorType* itk::SingleValuedNonLinearVnlOptimizerv4::GetNonConstCostFunctionAdaptor ( ) const

protected

The purpose of this method is to get around the lack of const-correctness in VNL cost-functions and optimizers

virtual const StopConditionReturnStringType itk::SingleValuedNonLinearVnlOptimizerv4::GetStopConditionDescription ( ) const

overridepure virtual

Get the reason for termination

Implements itk::ObjectToObjectOptimizerBaseTemplate< double >.

Implemented in itk::AmoebaOptimizerv4, itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >, itk::LBFGSOptimizerBasev4< vnl_lbfgs >, and itk::LBFGSOptimizerBasev4< vnl_lbfgsb >.

void itk::SingleValuedNonLinearVnlOptimizerv4::IterationReport ( const EventObject & event )

private

The purpose of this method is to get around the lack of iteration reporting in VNL optimizers. By interfacing directly with the ITK cost function adaptor we are generating here Iteration Events. Note the iteration events here are produce PER EVALUATION of the metric, not per real iteration of the vnl optimizer. Optimizers that evaluate the metric multiple times at each iteration will generate a lot more of Iteration events here.

void itk::SingleValuedNonLinearVnlOptimizerv4::operator= ( const Self & )

private

virtual void itk::SingleValuedNonLinearVnlOptimizerv4::PrintSelf	(	std::ostream &	os,
		Indent	indent
	)		const

overrideprotectedvirtual

Print out internal state

Reimplemented from itk::ObjectToObjectOptimizerBaseTemplate< double >.

Reimplemented in itk::LBFGSBOptimizerv4, itk::AmoebaOptimizerv4, itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >, itk::LBFGSOptimizerBasev4< vnl_lbfgs >, itk::LBFGSOptimizerBasev4< vnl_lbfgsb >, and itk::LBFGSOptimizerv4.

void itk::SingleValuedNonLinearVnlOptimizerv4::SetCostFunctionAdaptor ( CostFunctionAdaptorType * adaptor )

protected

virtual void itk::SingleValuedNonLinearVnlOptimizerv4::SetMetric ( MetricType * metric )

overridepure virtual

Set the metric (cost function). This method has to be overloaded by derived classes because the CostFunctionAdaptor requires to know the number of parameters at construction time. This number of parameters is obtained at run-time from the itkObjectToObjectMetric. As a consequence each derived optimizer should construct its own CostFunctionAdaptor when overloading this method

Implemented in itk::LBFGSBOptimizerv4, itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >, itk::LBFGSOptimizerBasev4< vnl_lbfgs >, itk::LBFGSOptimizerBasev4< vnl_lbfgsb >, itk::AmoebaOptimizerv4, and itk::LBFGSOptimizerv4.

virtual void itk::SingleValuedNonLinearVnlOptimizerv4::StartOptimization ( bool doOnlyInitialization = false )

overridevirtual

Run the optimization.

Parameters

doOnlyInitialization This is false by default. It should only be set to true for special cases when the class should be initialized to perform optimization, but no optimization should be run. For example, itkMultiGradientOptimizerv4 needs to do this.