Single_dimension_proposer< Model > Class Template Reference

#include <sample_proposer.h>

Public Types
typedef Mh_model_proposer < double >::Type	Proposer
typedef Get_model_parameter < Model >::Type	Get_param
typedef Set_model_parameter < Model >::Type	Set_param
typedef Model_dimension< Model > ::Type	Dimension
typedef std::vector< Proposer >	Proposer_vector

Public Member Functions
	Single_dimension_proposer (const Proposer_vector &proposers, const Get_param &get_param=get_vector_model_parameter< Model >, const Set_param &set_param=set_vector_model_parameter< Model >, const Dimension &model_dimension=get_vector_model_dimension< Model >)
	Constructs a Single_dimension_proposer with a uniform distribution. More...
	Single_dimension_proposer (const Proposer_vector &proposers, const kjb::Categorical_distribution< int > &dist, const Get_param &get_param=get_vector_model_parameter< Model >, const Set_param &set_param=set_vector_model_parameter< Model >, const Dimension &model_dimension=get_vector_model_dimension< Model >)
	Constructs a Single_dimension_proposer with the given proposers and their distribution. More...
Mh_proposal_result	operator() (const Model &m, Model &m_p) const
	Proposes new model. More...
int	get_last_modified_dimension () const
	Returns the most recently changed dimension of the model. More...

Detailed Description

template<typename Model>
class Single_dimension_proposer< Model >

Template Parameters

Model

The model type. Must comply with BaseModel concept.

Single_dimension_proposer is a proposer that proposes models by changing a single dimension – chosen according to a distribution – of the given model. It receives a vector of proposers, one for each dimension of the model. At each iteration it chooses a dimension at random and proposes that dimension of the new model using the corresponding proposer. The rest of the proposed model is the same as the given model. Clearly, the number of proposers must be equal to the dimension of the model.

There is one exception to this: if given only ONE proposer, Single_dimension_proposer will use that proposer no matter what dimension of the model was chosen.

Note that the user must provide a parameter setter and a parameter getter; otherwise, vector getters and setters are used.

Member Typedef Documentation

template<typename Model >

typedef Model_dimension<Model>::Type Single_dimension_proposer< Model >::Dimension

template<typename Model >

typedef Get_model_parameter<Model>::Type Single_dimension_proposer< Model >::Get_param

template<typename Model >

typedef Mh_model_proposer<double>::Type Single_dimension_proposer< Model >::Proposer

template<typename Model >

typedef std::vector<Proposer> Single_dimension_proposer< Model >::Proposer_vector

template<typename Model >

typedef Set_model_parameter<Model>::Type Single_dimension_proposer< Model >::Set_param

Constructor & Destructor Documentation

template<typename Model >

Single_dimension_proposer< Model >::Single_dimension_proposer ( const Proposer_vector &  proposers, const Get_param &  get_param = get_vector_model_parameter<Model>, const Set_param &  set_param = set_vector_model_parameter<Model>, const Dimension &  model_dimension = get_vector_model_dimension<Model>  )

inline

Constructs a Single_dimension_proposer with a uniform distribution.

template<typename Model >

Single_dimension_proposer< Model >::Single_dimension_proposer ( const Proposer_vector &  proposers, const kjb::Categorical_distribution< int > &  dist, const Get_param &  get_param = get_vector_model_parameter<Model>, const Set_param &  set_param = set_vector_model_parameter<Model>, const Dimension &  model_dimension = get_vector_model_dimension<Model>  )

inline

Constructs a Single_dimension_proposer with the given proposers and their distribution.

Member Function Documentation

template<typename Model >

int Single_dimension_proposer< Model >::get_last_modified_dimension ( ) const

inline

Returns the most recently changed dimension of the model.

template<typename Model >

Mh_proposal_result Single_dimension_proposer< Model >::operator() ( const Model &  m, Model &  m_p  ) const

inline

Proposes new model.

See Mh_model_proposer concept for more information

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

• /work/kobus/src/lib/sample_cpp/sample_proposer.h