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 *	GetClassName () 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)
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 71 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::GetClassName (   )  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.

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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