itk::LevenbergMarquardtOptimizer Class Reference
[Numerics, Optimizers]

Wrap of the vnl_levenberg_marquardt algorithm. More...

#include <itkLevenbergMarquardtOptimizer.h>

Inheritance diagram for itk::LevenbergMarquardtOptimizer:

[legend]Collaboration diagram for itk::LevenbergMarquardtOptimizer:

[legend]List of all members.

Public Types
typedef LevenbergMarquardtOptimizer	Self
typedef MultipleValuedNonLinearVnlOptimizer	Superclass
typedef SmartPointer< Self >	Pointer
typedef SmartPointer< const Self >	ConstPointer
typedef vnl_vector< double >	InternalParametersType
typedef vnl_levenberg_marquardt	InternalOptimizerType
Public Member Functions
virtual const char *	GetNameOfClass () const
vnl_levenberg_marquardt *	GetOptimizer (void)
void	StartOptimization (void)
virtual void	SetCostFunction (MultipleValuedCostFunction *costFunction)
void	SetNumberOfIterations (unsigned int iterations)
void	SetValueTolerance (double tol)
void	SetGradientTolerance (double tol)
void	SetEpsilonFunction (double epsilon)
MeasureType	GetValue ()
Static Public Member Functions
Pointer	New ()
Protected Types
typedef Superclass::CostFunctionAdaptorType	CostFunctionAdaptorType
Protected Member Functions
	LevenbergMarquardtOptimizer ()
virtual	~LevenbergMarquardtOptimizer ()

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Detailed Description

Wrap of the vnl_levenberg_marquardt algorithm.

Definition at line 31 of file itkLevenbergMarquardtOptimizer.h.

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Member Typedef Documentation

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

Reimplemented from itk::MultipleValuedNonLinearVnlOptimizer. Definition at line 39 of file itkLevenbergMarquardtOptimizer.h.

typedef Superclass::CostFunctionAdaptorType itk::LevenbergMarquardtOptimizer::CostFunctionAdaptorType [protected]

Reimplemented from itk::MultipleValuedNonLinearVnlOptimizer. Definition at line 74 of file itkLevenbergMarquardtOptimizer.h.

typedef vnl_levenberg_marquardt itk::LevenbergMarquardtOptimizer::InternalOptimizerType

Internal optimizer type. Definition at line 51 of file itkLevenbergMarquardtOptimizer.h.

typedef vnl_vector<double> itk::LevenbergMarquardtOptimizer::InternalParametersType

InternalParameters typedef. Definition at line 48 of file itkLevenbergMarquardtOptimizer.h.

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

Reimplemented from itk::MultipleValuedNonLinearVnlOptimizer. Definition at line 38 of file itkLevenbergMarquardtOptimizer.h.

typedef LevenbergMarquardtOptimizer itk::LevenbergMarquardtOptimizer::Self

Standard "Self" typedef. Reimplemented from itk::MultipleValuedNonLinearVnlOptimizer. Definition at line 36 of file itkLevenbergMarquardtOptimizer.h.

typedef MultipleValuedNonLinearVnlOptimizer itk::LevenbergMarquardtOptimizer::Superclass

Reimplemented from itk::MultipleValuedNonLinearVnlOptimizer. Definition at line 37 of file itkLevenbergMarquardtOptimizer.h.

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Constructor & Destructor Documentation

itk::LevenbergMarquardtOptimizer::LevenbergMarquardtOptimizer (   )  [protected]

virtual itk::LevenbergMarquardtOptimizer::~LevenbergMarquardtOptimizer (   )  [protected, virtual]

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Member Function Documentation

virtual const char* itk::LevenbergMarquardtOptimizer::GetNameOfClass (   )  const [virtual]

Run-time type information (and related methods). Reimplemented from itk::MultipleValuedNonLinearVnlOptimizer.

vnl_levenberg_marquardt* itk::LevenbergMarquardtOptimizer::GetOptimizer (  void   )

Method for getting access to the internal optimizer.

MeasureType itk::LevenbergMarquardtOptimizer::GetValue (   )

Get the current value

Pointer itk::LevenbergMarquardtOptimizer::New (   )  [static]

Method for creation through the object factory. Reimplemented from itk::MultipleValuedNonLinearOptimizer.

virtual void itk::LevenbergMarquardtOptimizer::SetCostFunction (  MultipleValuedCostFunction *  costFunction  )  [virtual]

Plug in a Cost Function into the optimizer Implements itk::MultipleValuedNonLinearVnlOptimizer.

void itk::LevenbergMarquardtOptimizer::SetEpsilonFunction (  double  epsilon  )

void itk::LevenbergMarquardtOptimizer::SetGradientTolerance (  double  tol  )

void itk::LevenbergMarquardtOptimizer::SetNumberOfIterations (  unsigned int  iterations  )

void itk::LevenbergMarquardtOptimizer::SetValueTolerance (  double  tol  )

void itk::LevenbergMarquardtOptimizer::StartOptimization (  void   )  [virtual]

Start optimization with an initial value. Reimplemented from itk::Optimizer.

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

• itkLevenbergMarquardtOptimizer.h

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