opengm::SwendsenWang< GM, ACC > Class Template Reference
[Inference Algorithms]

Generalized Swendsen-Wang sampling

A. Barbu, S. Zhu, "Generalizing swendsen-wang to sampling arbitrary posterior probabilities", PAMI 27:1239-1253, 2005. More...

#include <swendsenwang.hxx>

Inheritance diagram for opengm::SwendsenWang< GM, ACC >:

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Collaboration diagram for opengm::SwendsenWang< GM, ACC >:

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List of all members.

Classes
struct	Parameter
Public Types
typedef GM	GraphicalModelType
typedef ACC	AccumulationType
typedef GraphicalModelType::LabelType	LabelType
typedef GraphicalModelType::IndexType	IndexType
typedef GraphicalModelType::ValueType	ValueType
typedef GraphicalModelType::OperatorType	OperatorType
typedef GraphicalModelType::FactorType	FactorType
typedef GraphicalModelType::IndependentFactorType	IndependentFactorType
typedef GraphicalModelType::FunctionIdentifier	FunctionIdentifier
typedef double	ProbabilityType
typedef SwendsenWangEmptyVisitor < SwendsenWang< GM, ACC > >	EmptyVisitorType
typedef SwendsenWangVerboseVisitor < SwendsenWang< GM, ACC > >	VerboseVisitorType
typedef TimingVisitor < SwendsenWang< GM, ACC > >	TimingVisitorType
Public Member Functions
	SwendsenWang (const GraphicalModelType &, const Parameter &param=Parameter())
virtual std::string	name () const
virtual const GraphicalModelType &	graphicalModel () const
virtual void	reset ()
virtual InferenceTermination	infer ()
template<class VISITOR >
InferenceTermination	infer (VISITOR &)
virtual InferenceTermination	arg (std::vector< LabelType > &, const size_t=1) const
	output a solution
LabelType	markovState (const size_t) const
ValueType	markovValue () const
LabelType	currentBestState (const size_t) const
ValueType	currentBestValue () const

---

Detailed Description

template<class GM, class ACC>
class opengm::SwendsenWang< GM, ACC >

Generalized Swendsen-Wang sampling

A. Barbu, S. Zhu, "Generalizing swendsen-wang to sampling arbitrary posterior probabilities", PAMI 27:1239-1253, 2005.

Definition at line 115 of file swendsenwang.hxx.

---

Member Typedef Documentation

template<class GM, class ACC>

typedef ACC opengm::SwendsenWang< GM, ACC >::AccumulationType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 119 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef SwendsenWangEmptyVisitor<SwendsenWang<GM, ACC> > opengm::SwendsenWang< GM, ACC >::EmptyVisitorType

Definition at line 122 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::FactorType opengm::SwendsenWang< GM, ACC >::FactorType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::FunctionIdentifier opengm::SwendsenWang< GM, ACC >::FunctionIdentifier

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GM opengm::SwendsenWang< GM, ACC >::GraphicalModelType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 118 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::IndependentFactorType opengm::SwendsenWang< GM, ACC >::IndependentFactorType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::IndexType opengm::SwendsenWang< GM, ACC >::IndexType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::LabelType opengm::SwendsenWang< GM, ACC >::LabelType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::OperatorType opengm::SwendsenWang< GM, ACC >::OperatorType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef double opengm::SwendsenWang< GM, ACC >::ProbabilityType

Definition at line 121 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef TimingVisitor<SwendsenWang<GM, ACC> > opengm::SwendsenWang< GM, ACC >::TimingVisitorType

Definition at line 124 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef GraphicalModelType::ValueType opengm::SwendsenWang< GM, ACC >::ValueType

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 120 of file swendsenwang.hxx.

template<class GM, class ACC>

typedef SwendsenWangVerboseVisitor<SwendsenWang<GM, ACC> > opengm::SwendsenWang< GM, ACC >::VerboseVisitorType

Definition at line 123 of file swendsenwang.hxx.

---

Constructor & Destructor Documentation

template<class GM, class ACC>

opengm::SwendsenWang< GM, ACC >::SwendsenWang	(	const GraphicalModelType &	,
		const Parameter &	param = Parameter()
	)

---

Member Function Documentation

template<class GM , class ACC >

InferenceTermination opengm::SwendsenWang< GM, ACC >::arg	(	std::vector< LabelType > &	arg,
		const size_t	argIndex = 1
	)			const [inline, virtual]

output a solution

Parameters:

[out]	arg	labeling
	argIndex	solution index (0=best, 1=second best, etc.)

Reimplemented from opengm::Inference< GM, ACC >.

Definition at line 371 of file swendsenwang.hxx.

template<class GM , class ACC >

SwendsenWang< GM, ACC >::LabelType opengm::SwendsenWang< GM, ACC >::currentBestState

(

const size_t

j

)

const [inline]

Definition at line 405 of file swendsenwang.hxx.

template<class GM , class ACC >

SwendsenWang< GM, ACC >::ValueType opengm::SwendsenWang< GM, ACC >::currentBestValue

(

)

const [inline]

Definition at line 415 of file swendsenwang.hxx.

template<class GM , class ACC >

const SwendsenWang< GM, ACC >::GraphicalModelType & opengm::SwendsenWang< GM, ACC >::graphicalModel

(

)

const [inline, virtual]

Implements opengm::Inference< GM, ACC >.

Definition at line 229 of file swendsenwang.hxx.

template<class GM , class ACC >

template<class VISITOR >

InferenceTermination opengm::SwendsenWang< GM, ACC >::infer

(

VISITOR &

visitor

)

[inline]

Definition at line 238 of file swendsenwang.hxx.

template<class GM , class ACC >

InferenceTermination opengm::SwendsenWang< GM, ACC >::infer

(

)

[inline, virtual]

Implements opengm::Inference< GM, ACC >.

Definition at line 362 of file swendsenwang.hxx.

template<class GM , class ACC >

SwendsenWang< GM, ACC >::LabelType opengm::SwendsenWang< GM, ACC >::markovState

(

const size_t

j

)

const [inline]

Definition at line 387 of file swendsenwang.hxx.

template<class GM , class ACC >

SwendsenWang< GM, ACC >::ValueType opengm::SwendsenWang< GM, ACC >::markovValue

(

)

const [inline]

Definition at line 397 of file swendsenwang.hxx.

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template<class GM , class ACC >

std::string opengm::SwendsenWang< GM, ACC >::name

(

)

const [inline, virtual]

Implements opengm::Inference< GM, ACC >.

Definition at line 222 of file swendsenwang.hxx.

template<class GM , class ACC >

void opengm::SwendsenWang< GM, ACC >::reset

(

)

[inline, virtual]

Definition at line 203 of file swendsenwang.hxx.

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