#include <itkLBFGSOptimizerBasev4.h>

Detailed Description

template<typename TInternalVnlOptimizerType>
class itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >

Abstract base for vnl lbfgs algorithm optimizers in ITKv4 registration framework.

Note: The StopConditionDescription returned by this class is directly from the vnl optimizer by calling m_VnlOptimizer->get_failure_code() . This seems to return "Failure" even when no error has occurred. The same behavior is observed in the ITKv3 version of this optimizer.; Local-support (high-density) transforms. Local-support transforms are not supported. To add support for these, the class must be modified thusly:; 1) Parameter updates: In SingleValuedNonLinearCostFunctionAdaptor, the handling of the gradient must be changed to accommodate the fact that local-support transforms expect a gradient to be added to the transform parameters using the UpdateTransformParameters method of the local support transform. Other optimizers in the v4 framework use this method, but the use of the vnl optimizers here complicates it.; 2) Efficiency To work efficiently with local-support transforms, this class should be modified to use a single parameter object to avoid the multiple parameter copies that are currently performed. It should work to use the transform parameters pointer.

This code has been adapted for the ITKv4 registration framework from the v3 version, itkLBFGSOptimizer.

Definition at line 76 of file itkLBFGSOptimizerBasev4.h.

Inheritance diagram for itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >:

Collaboration diagram for itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >:

Public Types
using	ConstPointer = SmartPointer<const Self>

using	InternalOptimizerType = LBFGSOptimizerBaseHelperv4<TInternalVnlOptimizerType>

using	MetricType = Superclass::MetricType

using	ParametersType = Superclass::ParametersType

using	Pointer = SmartPointer<Self>

using	ScalesType = Superclass::ScalesType

using	Self = LBFGSOptimizerBasev4

using	StopConditionDescriptionType = Superclass::StopConditionDescriptionType

using	StopConditionReturnStringType = Superclass::StopConditionReturnStringType

using	Superclass = SingleValuedNonLinearVnlOptimizerv4

Public Types inherited from itk::SingleValuedNonLinearVnlOptimizerv4
using	CommandType = ReceptorMemberCommand<Self>

using	ConstPointer = SmartPointer<const Self>

using	DerivativeType = Superclass::DerivativeType

using	MetricType = Superclass::MetricType

using	ParametersType = Superclass::ParametersType

using	Pointer = SmartPointer<Self>

using	ScalesType = Superclass::ScalesType

using	Self = SingleValuedNonLinearVnlOptimizerv4

using	StopConditionDescriptionType = Superclass::StopConditionDescriptionType

using	StopConditionReturnStringType = Superclass::StopConditionReturnStringType

using	Superclass = ObjectToObjectOptimizerBase

Public Types inherited from itk::ObjectToObjectOptimizerBaseTemplate< double >
using	ConstPointer

using	DerivativeType

using	MeasureType

using	MetricType

using	MetricTypePointer

using	NumberOfParametersType

using	ParametersType

using	Pointer

using	ScalesEstimatorType

using	ScalesType

using	Self

using	StopConditionDescriptionType

using	StopConditionReturnStringType

using	Superclass

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

using	Pointer = SmartPointer<Self>

using	Self = Object

using	Superclass = LightObject

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

using	Pointer = SmartPointer<Self>

using	Self = LightObject

Public Member Functions
virtual double	GetGradientConvergenceTolerance () const

virtual unsigned int	GetMaximumNumberOfFunctionEvaluations () const

const char *	GetNameOfClass () const override

InternalOptimizerType *	GetOptimizer ()

StopConditionReturnStringType	GetStopConditionDescription () const override

virtual bool	GetTrace () const

virtual void	SetGradientConvergenceTolerance (double f)

virtual void	SetMaximumNumberOfFunctionEvaluations (unsigned int n)

void	SetMetric (MetricType *metric) override

virtual void	SetTrace (bool flag)

void	StartOptimization (bool doOnlyInitialization=false) override

virtual void	TraceOff ()

virtual void	TraceOn ()

Public Member Functions inherited from itk::SingleValuedNonLinearVnlOptimizerv4
const char *	GetNameOfClass () const override

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 bool	CanUseScales () const

virtual bool	CanUseScales () const

virtual SizeValueType	GetCurrentIteration () const

virtual SizeValueType	GetCurrentIteration () const

virtual const MeasureType &	GetCurrentMetricValue () const

virtual const MeasureType &	GetCurrentMetricValue () const

virtual const ParametersType &	GetCurrentPosition () const

virtual const ParametersType &	GetCurrentPosition () const

virtual SizeValueType	GetNumberOfIterations () const

virtual SizeValueType	GetNumberOfIterations () const

virtual const ThreadIdType &	GetNumberOfWorkUnits () const

virtual const ThreadIdType &	GetNumberOfWorkUnits () const

virtual const ScalesType &	GetScales () const

virtual const ScalesType &	GetScales () const

virtual const bool &	GetScalesAreIdentity () const

virtual const bool &	GetScalesAreIdentity () const

bool	GetScalesInitialized () const

bool	GetScalesInitialized () const

virtual const MeasureType &	GetValue () const

virtual const MeasureType &	GetValue () const

virtual const ScalesType &	GetWeights () const

virtual const ScalesType &	GetWeights () const

virtual const bool &	GetWeightsAreIdentity () const

virtual const bool &	GetWeightsAreIdentity () const

virtual void	SetNumberOfIterations (SizeValueType _arg)

virtual void	SetNumberOfIterations (SizeValueType _arg)

virtual void	SetNumberOfWorkUnits (ThreadIdType number)

virtual void	SetNumberOfWorkUnits (ThreadIdType number)

virtual void	SetScalesEstimator (ScalesEstimatorType *_arg)

virtual void	SetScalesEstimator (ScalesEstimatorType *_arg)

virtual void	SetWeights (ScalesType _arg)

virtual void	SetWeights (ScalesType _arg)

virtual MetricType *	GetModifiableMetric ()

virtual const MetricType *	GetMetric () const

virtual MetricType *	GetModifiableMetric ()

virtual const MetricType *	GetMetric () const

virtual void	SetScales (const ScalesType &scales)

virtual void	SetScales (const ScalesType &scales)

virtual void	SetDoEstimateScales (bool _arg)

virtual const bool &	GetDoEstimateScales () const

virtual void	DoEstimateScalesOn ()

virtual void	DoEstimateScalesOff ()

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 *cmd) const

unsigned long	AddObserver (const EventObject &event, std::function< void(const EventObject &)> function) const

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

void	Register () const override

void	RemoveAllObservers ()

void	RemoveObserver (unsigned long tag) const

void	SetDebug (bool debugFlag) const

void	SetReferenceCount (int) override

void	UnRegister () const noexcept override

void	SetMetaDataDictionary (const MetaDataDictionary &rhs)

void	SetMetaDataDictionary (MetaDataDictionary &&rrhs)

virtual void	SetObjectName (std::string _arg)

virtual const std::string &	GetObjectName () const

Public Member Functions inherited from itk::LightObject
Pointer	Clone () const

virtual void	Delete ()

virtual int	GetReferenceCount () const

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

Protected Types
using	CostFunctionAdaptorType = Superclass::CostFunctionAdaptorType

using	InternalOptimizerAutoPointer = std::unique_ptr<InternalOptimizerType>

Protected Types inherited from itk::SingleValuedNonLinearVnlOptimizerv4
using	CostFunctionAdaptorType = SingleValuedVnlCostFunctionAdaptorv4

Protected Member Functions
	LBFGSOptimizerBasev4 ()

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

	~LBFGSOptimizerBasev4 () override=default

Protected Member Functions inherited from itk::SingleValuedNonLinearVnlOptimizerv4
CostFunctionAdaptorType *	GetCostFunctionAdaptor ()

const CostFunctionAdaptorType *	GetCostFunctionAdaptor () const

CostFunctionAdaptorType *	GetNonConstCostFunctionAdaptor () const

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

void	SetCostFunctionAdaptor (CostFunctionAdaptorType *adaptor)

	SingleValuedNonLinearVnlOptimizerv4 ()

	~SingleValuedNonLinearVnlOptimizerv4 () override

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

	ObjectToObjectOptimizerBaseTemplate ()

	~ObjectToObjectOptimizerBaseTemplate () override

	~ObjectToObjectOptimizerBaseTemplate () override

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

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

virtual void	SetTimeStamp (const TimeStamp &timeStamp)

	~Object () override

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 ()

Protected Attributes
double	m_CostFunctionConvergenceFactor { 1e+7 }

double	m_GradientConvergenceTolerance { 1e-5 }

double	m_InfinityNormOfProjectedGradient { 0.0 }

unsigned int	m_MaximumNumberOfFunctionEvaluations { 2000 }

bool	m_OptimizerInitialized { false }

std::ostringstream	m_StopConditionDescription {}

bool	m_Trace { false }

InternalOptimizerAutoPointer	m_VnlOptimizer {}

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

SizeValueType	m_CurrentIteration

MeasureType	m_CurrentMetricValue

MeasureType	m_CurrentMetricValue

bool	m_DoEstimateScales

bool	m_DoEstimateScales

MetricTypePointer	m_Metric

MetricTypePointer	m_Metric

SizeValueType	m_NumberOfIterations

SizeValueType	m_NumberOfIterations

ThreadIdType	m_NumberOfWorkUnits

ThreadIdType	m_NumberOfWorkUnits

ScalesType	m_Scales

ScalesType	m_Scales

bool	m_ScalesAreIdentity

bool	m_ScalesAreIdentity

ScalesEstimatorType::Pointer	m_ScalesEstimator

ScalesEstimatorType::Pointer	m_ScalesEstimator

ScalesType	m_Weights

ScalesType	m_Weights

bool	m_WeightsAreIdentity

bool	m_WeightsAreIdentity

Protected Attributes inherited from itk::LightObject
std::atomic< int >	m_ReferenceCount {}

Friends
class	LBFGSBOptimizerHelperv4

class	LBFGSOptimizerBaseHelperv4< TInternalVnlOptimizerType >

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 val)

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

static Pointer	New ()

Member Typedef Documentation

◆ ConstPointer

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::ConstPointer = SmartPointer<const Self>

Definition at line 85 of file itkLBFGSOptimizerBasev4.h.

◆ CostFunctionAdaptorType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::CostFunctionAdaptorType = Superclass::CostFunctionAdaptorType

protected

Definition at line 150 of file itkLBFGSOptimizerBasev4.h.

◆ InternalOptimizerAutoPointer

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::InternalOptimizerAutoPointer = std::unique_ptr<InternalOptimizerType>

protected

Definition at line 154 of file itkLBFGSOptimizerBasev4.h.

◆ InternalOptimizerType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::InternalOptimizerType = LBFGSOptimizerBaseHelperv4<TInternalVnlOptimizerType>

The vnl optimizer

Definition at line 101 of file itkLBFGSOptimizerBasev4.h.

◆ MetricType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::MetricType = Superclass::MetricType

Definition at line 90 of file itkLBFGSOptimizerBasev4.h.

◆ ParametersType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::ParametersType = Superclass::ParametersType

Definition at line 91 of file itkLBFGSOptimizerBasev4.h.

◆ Pointer

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::Pointer = SmartPointer<Self>

Definition at line 84 of file itkLBFGSOptimizerBasev4.h.

◆ ScalesType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::ScalesType = Superclass::ScalesType

Definition at line 92 of file itkLBFGSOptimizerBasev4.h.

◆ Self

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::Self = LBFGSOptimizerBasev4

Standard "Self" type alias.

Definition at line 82 of file itkLBFGSOptimizerBasev4.h.

◆ StopConditionDescriptionType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::StopConditionDescriptionType = Superclass::StopConditionDescriptionType

Stop condition internal string type

Definition at line 98 of file itkLBFGSOptimizerBasev4.h.

◆ StopConditionReturnStringType

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::StopConditionReturnStringType = Superclass::StopConditionReturnStringType

Stop condition return string type

Definition at line 95 of file itkLBFGSOptimizerBasev4.h.

◆ Superclass

template<typename TInternalVnlOptimizerType>

using itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::Superclass = SingleValuedNonLinearVnlOptimizerv4

Definition at line 83 of file itkLBFGSOptimizerBasev4.h.

Constructor & Destructor Documentation

◆ LBFGSOptimizerBasev4()

template<typename TInternalVnlOptimizerType>

itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::LBFGSOptimizerBasev4 ( )

protected

◆ ~LBFGSOptimizerBasev4()

template<typename TInternalVnlOptimizerType>

itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::~LBFGSOptimizerBasev4 ( )

overrideprotecteddefault

Member Function Documentation

◆ GetGradientConvergenceTolerance()

template<typename TInternalVnlOptimizerType>

virtual double itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::GetGradientConvergenceTolerance ( ) const

virtual

◆ GetMaximumNumberOfFunctionEvaluations()

template<typename TInternalVnlOptimizerType>

virtual unsigned int itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::GetMaximumNumberOfFunctionEvaluations ( ) const

virtual

◆ GetNameOfClass()

template<typename TInternalVnlOptimizerType>

const char * itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::GetNameOfClass ( ) const

overridevirtual

See also: LightObject::GetNameOfClass()

Reimplemented from itk::LightObject.

Reimplemented in itk::LBFGSOptimizerv4.

◆ GetOptimizer()

template<typename TInternalVnlOptimizerType>

InternalOptimizerType * itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::GetOptimizer ( )

Method for getting access to the internal optimizer.

◆ GetStopConditionDescription()

template<typename TInternalVnlOptimizerType>

StopConditionReturnStringType itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::GetStopConditionDescription ( ) const

overridevirtual

Get the reason for termination

Implements itk::SingleValuedNonLinearVnlOptimizerv4.

◆ GetTrace()

template<typename TInternalVnlOptimizerType>

virtual bool itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::GetTrace ( ) const

virtual

◆ PrintSelf()

template<typename TInternalVnlOptimizerType>

void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::PrintSelf	(	std::ostream &	os,
		Indent	indent ) const

overrideprotectedvirtual

Methods invoked by Print() to print information about the object including superclasses. Typically not called by the user (use Print() instead) but used in the hierarchical print process to combine the output of several classes.

Reimplemented from itk::LightObject.

Reimplemented in itk::LBFGSOptimizerv4.

◆ SetGradientConvergenceTolerance()

template<typename TInternalVnlOptimizerType>

virtual void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::SetGradientConvergenceTolerance ( double f )

virtual

Set/Get the gradient convergence tolerance. This is a positive real number that determines the accuracy with which the solution is to be found. The optimization terminates when: ||G|| < gtol max(1,||X||) where ||.|| denotes the Euclidean norm.

◆ SetMaximumNumberOfFunctionEvaluations()

template<typename TInternalVnlOptimizerType>

virtual void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::SetMaximumNumberOfFunctionEvaluations ( unsigned int n )

virtual

Set/Get the maximum number of function evaluations allowed.

◆ SetMetric()

template<typename TInternalVnlOptimizerType>

void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::SetMetric ( MetricType * metric )

overridevirtual

Plug in a Cost Function into the optimizer

Implements itk::SingleValuedNonLinearVnlOptimizerv4.

Reimplemented in itk::LBFGSOptimizerv4.

◆ SetTrace()

template<typename TInternalVnlOptimizerType>

virtual void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::SetTrace ( bool flag )

virtual

Set/Get the optimizer trace flag. If set to true, the optimizer prints out information every iteration.

◆ StartOptimization()

template<typename TInternalVnlOptimizerType>

void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::StartOptimization ( bool doOnlyInitialization = false )

overridevirtual

Start optimization with an initial value.

Reimplemented from itk::ObjectToObjectOptimizerBaseTemplate< double >.

Reimplemented in itk::LBFGSOptimizerv4.

◆ TraceOff()

template<typename TInternalVnlOptimizerType>

virtual void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::TraceOff ( )

virtual

◆ TraceOn()

template<typename TInternalVnlOptimizerType>

virtual void itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::TraceOn ( )

virtual

Friends And Related Symbol Documentation

◆ LBFGSBOptimizerHelperv4

template<typename TInternalVnlOptimizerType>

friend class LBFGSBOptimizerHelperv4

friend

Definition at line 168 of file itkLBFGSOptimizerBasev4.h.

◆ LBFGSOptimizerBaseHelperv4< TInternalVnlOptimizerType >

template<typename TInternalVnlOptimizerType>

friend class LBFGSOptimizerBaseHelperv4< TInternalVnlOptimizerType >

friend

Definition at line 163 of file itkLBFGSOptimizerBasev4.h.

Member Data Documentation

◆ m_CostFunctionConvergenceFactor

template<typename TInternalVnlOptimizerType>

double itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_CostFunctionConvergenceFactor { 1e+7 }

protected

Definition at line 163 of file itkLBFGSOptimizerBasev4.h.

◆ m_GradientConvergenceTolerance

template<typename TInternalVnlOptimizerType>

double itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_GradientConvergenceTolerance { 1e-5 }

protected

Definition at line 161 of file itkLBFGSOptimizerBasev4.h.

◆ m_InfinityNormOfProjectedGradient

template<typename TInternalVnlOptimizerType>

double itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_InfinityNormOfProjectedGradient { 0.0 }

protected

Definition at line 162 of file itkLBFGSOptimizerBasev4.h.

◆ m_MaximumNumberOfFunctionEvaluations

template<typename TInternalVnlOptimizerType>

unsigned int itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_MaximumNumberOfFunctionEvaluations { 2000 }

protected

Definition at line 160 of file itkLBFGSOptimizerBasev4.h.

◆ m_OptimizerInitialized

template<typename TInternalVnlOptimizerType>

bool itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_OptimizerInitialized { false }

protected

Definition at line 152 of file itkLBFGSOptimizerBasev4.h.

◆ m_StopConditionDescription

template<typename TInternalVnlOptimizerType>

std::ostringstream itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_StopConditionDescription {}

mutableprotected

Definition at line 157 of file itkLBFGSOptimizerBasev4.h.

◆ m_Trace

template<typename TInternalVnlOptimizerType>

bool itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_Trace { false }

protected

Definition at line 159 of file itkLBFGSOptimizerBasev4.h.

◆ m_VnlOptimizer

template<typename TInternalVnlOptimizerType>

InternalOptimizerAutoPointer itk::LBFGSOptimizerBasev4< TInternalVnlOptimizerType >::m_VnlOptimizer {}

protected

Definition at line 155 of file itkLBFGSOptimizerBasev4.h.

The documentation for this class was generated from the following file:

itkLBFGSOptimizerBasev4.h

Detailed Description

Public Types

Public Member Functions

Protected Types

Protected Member Functions

Protected Attributes

Friends

Additional Inherited Members

Member Typedef Documentation

◆ ConstPointer

◆ CostFunctionAdaptorType

◆ InternalOptimizerAutoPointer

◆ InternalOptimizerType

◆ MetricType

◆ ParametersType

◆ Pointer

◆ ScalesType

◆ Self

◆ StopConditionDescriptionType

◆ StopConditionReturnStringType

◆ Superclass

Constructor & Destructor Documentation

◆ LBFGSOptimizerBasev4()

◆ ~LBFGSOptimizerBasev4()

Member Function Documentation

◆ GetGradientConvergenceTolerance()

◆ GetMaximumNumberOfFunctionEvaluations()

◆ GetNameOfClass()

◆ GetOptimizer()

◆ GetStopConditionDescription()

◆ GetTrace()

◆ PrintSelf()

◆ SetGradientConvergenceTolerance()

◆ SetMaximumNumberOfFunctionEvaluations()

◆ SetMetric()

◆ SetTrace()

◆ StartOptimization()

◆ TraceOff()

◆ TraceOn()

Friends And Related Symbol Documentation

◆ LBFGSBOptimizerHelperv4

◆ LBFGSOptimizerBaseHelperv4< TInternalVnlOptimizerType >

Member Data Documentation

◆ m_CostFunctionConvergenceFactor

◆ m_GradientConvergenceTolerance

◆ m_InfinityNormOfProjectedGradient

◆ m_MaximumNumberOfFunctionEvaluations

◆ m_OptimizerInitialized

◆ m_StopConditionDescription

◆ m_Trace

◆ m_VnlOptimizer