OpenGM: opengm::external::TRWS< GM > Class Template Reference

OpenGM 2.3.x

Discrete Graphical Model Library

message passing (BPS, TRWS):
[?] More...

#include <trws.hxx>

Inheritance diagram for opengm::external::TRWS< GM >:

Collaboration diagram for opengm::external::TRWS< GM >:

Classes
struct	Parameter
	Parameter. More...

Public Types
typedef GM	GraphicalModelType

typedef opengm::Minimizer	AccumulationType

typedef visitors::VerboseVisitor< TRWS< GM > >	VerboseVisitorType

typedef visitors::EmptyVisitor< TRWS< GM > >	EmptyVisitorType

typedef visitors::TimingVisitor< TRWS< GM > >	TimingVisitorType

typedef size_t	VariableIndex

Public Types inherited from opengm::Inference< GM, opengm::Minimizer >
typedef GM	GraphicalModelType

typedef opengm::Minimizer	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

Public Member Functions
	TRWS (const GraphicalModelType &gm, const Parameter para=Parameter())

	~TRWS ()

std::string	name () const

const GraphicalModelType &	graphicalModel () const

template<class VISITOR >
InferenceTermination	infer (VISITOR &visitor)

InferenceTermination	infer ()

InferenceTermination	arg (std::vector< LabelType > &, const size_t &=1) const

InferenceTermination	marginal (const size_t variableIndex, IndependentFactorType &out) const
	output a solution for a marginal for a specific variable More...

GM::ValueType	bound () const
	return a bound on the solution More...

GM::ValueType	value () const
	return the solution (value) More...

Public Member Functions inherited from opengm::Inference< GM, opengm::Minimizer >
virtual	~Inference ()

virtual void	setStartingPoint (typename std::vector< LabelType >::const_iterator)
	set initial labeling More...

virtual InferenceTermination	arg (std::vector< LabelType > &, const size_t=1) const
	output a solution More...

virtual InferenceTermination	args (std::vector< std::vector< LabelType > > &) const

virtual InferenceTermination	factorMarginal (const size_t, IndependentFactorType &) const
	output a solution for a marginal for all variables connected to a factor More...

InferenceTermination	constrainedOptimum (std::vector< IndexType > &, std::vector< LabelType > &, std::vector< LabelType > &) const

InferenceTermination	modeFromMarginal (std::vector< LabelType > &) const

InferenceTermination	modeFromFactorMarginal (std::vector< LabelType > &) const

Public Attributes
	OPENGM_GM_TYPE_TYPEDEFS

Detailed Description

template<class GM>
class opengm::external::TRWS< GM >

message passing (BPS, TRWS):
[?]

cite :[?]
Maximum factor order :
Maximum number of labels : $\infty$
Restrictions : -
Convergent : convergent on trees

Definition at line 39 of file trws.hxx.

Member Typedef Documentation

template<class GM>

typedef opengm::Minimizer opengm::external::TRWS< GM >::AccumulationType

Definition at line 42 of file trws.hxx.

template<class GM>

typedef visitors::EmptyVisitor<TRWS<GM> > opengm::external::TRWS< GM >::EmptyVisitorType

Definition at line 45 of file trws.hxx.

template<class GM>

typedef GM opengm::external::TRWS< GM >::GraphicalModelType

Definition at line 41 of file trws.hxx.

template<class GM>

typedef visitors::TimingVisitor<TRWS<GM> > opengm::external::TRWS< GM >::TimingVisitorType

Definition at line 46 of file trws.hxx.

template<class GM>

typedef size_t opengm::external::TRWS< GM >::VariableIndex

Definition at line 47 of file trws.hxx.

template<class GM>

typedef visitors::VerboseVisitor<TRWS<GM> > opengm::external::TRWS< GM >::VerboseVisitorType

Definition at line 44 of file trws.hxx.

Constructor & Destructor Documentation

template<class GM>

opengm::external::TRWS< GM >::TRWS	(	const GraphicalModelType &	gm,
		const Parameter	para = `Parameter()`
	)

Definition at line 193 of file trws.hxx.

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template<class GM >

opengm::external::TRWS< GM >::~TRWS ( )

Definition at line 251 of file trws.hxx.

Member Function Documentation

template<class GM >

InferenceTermination opengm::external::TRWS< GM >::arg	(	std::vector< LabelType > &	arg,
		const size_t &	n = `1`
	)		const

inline

Definition at line 345 of file trws.hxx.

template<class GM >

GM::ValueType opengm::external::TRWS< GM >::bound ( ) const

inlinevirtual

return a bound on the solution

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

Definition at line 422 of file trws.hxx.

template<class GM >

const TRWS< GM >::GraphicalModelType & opengm::external::TRWS< GM >::graphicalModel ( ) const

inlinevirtual

Implements opengm::Inference< GM, opengm::Minimizer >.

Definition at line 295 of file trws.hxx.

template<class GM >

template<class VISITOR >

InferenceTermination opengm::external::TRWS< GM >::infer ( VISITOR & visitor )

inline

Definition at line 312 of file trws.hxx.

template<class GM >

InferenceTermination opengm::external::TRWS< GM >::infer ( )

inlinevirtual

Implements opengm::Inference< GM, opengm::Minimizer >.

Definition at line 302 of file trws.hxx.

template<class GM >

InferenceTermination opengm::external::TRWS< GM >::marginal	(	const size_t	variableIndex,
		IndependentFactorType &	out
	)		const

inlinevirtual

output a solution for a marginal for a specific variable

Parameters

	variableIndex	index of the variable
[out]	out	the marginal

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

Definition at line 403 of file trws.hxx.

template<class GM >

std::string opengm::external::TRWS< GM >::name ( ) const

inlinevirtual

Implements opengm::Inference< GM, opengm::Minimizer >.

Definition at line 288 of file trws.hxx.

template<class GM >

GM::ValueType opengm::external::TRWS< GM >::value ( ) const

inlinevirtual

return the solution (value)

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

Definition at line 427 of file trws.hxx.

Member Data Documentation

template<class GM>

opengm::external::TRWS< GM >::OPENGM_GM_TYPE_TYPEDEFS

Definition at line 43 of file trws.hxx.