itk::RegularStepGradientDescentOptimizer Class Reference

#include <itkRegularStepGradientDescentOptimizer.h>

Inheritance diagram for itk::RegularStepGradientDescentOptimizer:

Collaboration diagram for itk::RegularStepGradientDescentOptimizer:

List of all members.

Public Types
typedef SmartPointer< const Self >	ConstPointer
typedef SmartPointer< Self >	Pointer
typedef RegularStepGradientDescentOptimizer	Self
typedef RegularStepGradientDescentBaseOptimizer	Superclass
Public Member Functions
virtual ::itk::LightObject::Pointer	CreateAnother (void) const
virtual const char *	GetNameOfClass () const
Static Public Member Functions
static Pointer	New ()
Protected Member Functions
virtual void	StepAlongGradient (double factor, const DerivativeType &transformedGradient)
Private Member Functions
void	operator= (const Self &)
	RegularStepGradientDescentOptimizer (const Self &)
typedef Superclass::CostFunctionType	CostFunctionType
typedef CostFunctionType::Pointer	CostFunctionPointer
	RegularStepGradientDescentOptimizer ()
virtual	~RegularStepGradientDescentOptimizer ()

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Detailed Description

Implement a gradient descent optimizer.

Definition at line 32 of file itkRegularStepGradientDescentOptimizer.h.

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Member Typedef Documentation

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

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

Definition at line 40 of file itkRegularStepGradientDescentOptimizer.h.

typedef CostFunctionType::Pointer itk::RegularStepGradientDescentOptimizer::CostFunctionPointer

Cost function typedefs.

Reimplemented from itk::SingleValuedNonLinearOptimizer.

Definition at line 51 of file itkRegularStepGradientDescentOptimizer.h.

typedef Superclass::CostFunctionType itk::RegularStepGradientDescentOptimizer::CostFunctionType

Cost function typedefs.

Reimplemented from itk::SingleValuedNonLinearOptimizer.

Definition at line 47 of file itkRegularStepGradientDescentOptimizer.h.

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

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

Definition at line 39 of file itkRegularStepGradientDescentOptimizer.h.

typedef RegularStepGradientDescentOptimizer itk::RegularStepGradientDescentOptimizer::Self

Standard class typedefs.

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

Definition at line 37 of file itkRegularStepGradientDescentOptimizer.h.

typedef RegularStepGradientDescentBaseOptimizer itk::RegularStepGradientDescentOptimizer::Superclass

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

Definition at line 38 of file itkRegularStepGradientDescentOptimizer.h.

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Constructor & Destructor Documentation

itk::RegularStepGradientDescentOptimizer::RegularStepGradientDescentOptimizer

(

)

[inline, protected]

Cost function typedefs.

Definition at line 53 of file itkRegularStepGradientDescentOptimizer.h.

virtual itk::RegularStepGradientDescentOptimizer::~RegularStepGradientDescentOptimizer

(

)

[inline, protected, virtual]

Cost function typedefs.

Definition at line 54 of file itkRegularStepGradientDescentOptimizer.h.

itk::RegularStepGradientDescentOptimizer::RegularStepGradientDescentOptimizer

(

const Self &

)

[private]

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Member Function Documentation

virtual::itk::LightObject::Pointer itk::RegularStepGradientDescentOptimizer::CreateAnother

(

void

)

const [virtual]

Create an object from an instance, potentially deferring to a factory. This method allows you to create an instance of an object that is exactly the same type as the referring object. This is useful in cases where an object has been cast back to a base class.

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

virtual const char* itk::RegularStepGradientDescentOptimizer::GetNameOfClass

(

)

const [virtual]

Run-time type information (and related methods).

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

static Pointer itk::RegularStepGradientDescentOptimizer::New

(

)

[static]

Method for creation through the object factory.

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

void itk::RegularStepGradientDescentOptimizer::operator=

(

const Self &

)

[private]

Types inherited from the superclass

Reimplemented from itk::RegularStepGradientDescentBaseOptimizer.

virtual void itk::RegularStepGradientDescentOptimizer::StepAlongGradient	(	double	factor,
		const DerivativeType &	transformedGradient
	)		[protected, virtual]

Advance one step along the corrected gradient taking into account the steplength represented by factor. This method is invoked by AdvanceOneStep. It is expected to be overrided by optimization methods in non-vector spaces

See also:

AdvanceOneStep

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

• itkRegularStepGradientDescentOptimizer.h