#include <sample_annealing.h>

Inheritance diagram for Annealing_sampler< Model >:

Public Member Functions
	Annealing_sampler (const Model &initial_state, double initial_log_target)

template<class StepType >
void	add_annealing_step (const StepType &step, double prob, const std::string &name="")

template<class StepType >
void	add_annealing_step (StepType *step, double prob, const std::string &name="")

template<class StepType >
void	add_annealing_step (const boost::shared_ptr< StepType > &step, double prob, const std::string &name="")

void	add_temperature_changed_callback (const boost::function1< void, double > &cb)
	Add an arbitrary function to be called when temperature changes. More...

void	set_temperature (double temperature)

Public Member Functions inherited from Multi_step_sampler< Model >
	BOOST_CONCEPT_ASSERT ((BaseModel< Model >))

	Multi_step_sampler (const Model &initial_state, double initial_log_target)

template<class StepType >
	Multi_step_sampler (const StepType &st, const Model &initial_state, double initial_log_target)

	Multi_step_sampler (const std::vector< Step > &step_list, const std::vector< double > &prob_list, const Model &initial_state, double initial_log_target)

template<class StepType >
void	add_step (const StepType &step, double prob, const std::string &name="")
	Add a new step with associated probability. This does NOT make sure probabilities add up to 1. It is up to the user to do that. More...

template<class StepType >
void	add_step (StepType *step, double prob, const std::string &name="")
	Add a new step with associated probability. This does NOT make sure probabilities add up to 1. It is up to the user to do that. More...

template<class StepType >
void	add_step (const boost::shared_ptr< StepType > &step, double prob, const std::string &name="")
	Add a new step with associated probability. This does NOT make sure probabilities add up to 1. It is up to the user to do that. More...

template<class StepType >
const StepType &	get_step (size_t i) const

Public Member Functions inherited from Abstract_sampler< Model >
	Abstract_sampler (const Model &initial_state, double initial_log_target)

	BOOST_CONCEPT_ASSERT ((BaseModel< Model >))

virtual void	run (int num_iterations)
	Runs the sampler. This function runs the sampler for the indicated number of iterations. At each iteration it chooses a sampler step using choose_step() and invokes it using its operator(). The best model is saved and returned. More...

Model &	current_state ()

const Model &	current_state () const

double	current_log_target () const

template<class Recorder >
void	add_recorder (Recorder r)

template<class Recorder >
void	add_recorder (Recorder *r)

template<class Callback >
void	add_record_callback (Callback cb)

template<class Recorder >
const Recorder &	get_recorder (size_t i) const

void	if_accept (const Callback &cb)

void	if_reject (const Callback &cb)

void	on_accept (const Callback &cb)

void	on_reject (const Callback &cb)

Additional Inherited Members
Public Types inherited from Multi_step_sampler< Model >
typedef Abstract_sampler< Model >	Parent

typedef Abstract_sampler < Model >::Step	Step

Public Types inherited from Abstract_sampler< Model >
typedef Sampler_step< Model >::Type	Step

typedef Model	Model_type

Protected Member Functions inherited from Multi_step_sampler< Model >
virtual const Step &	choose_step () const
	Chooses a sampler step. Pure virtual method, should be overwritten. More...

Constructor & Destructor Documentation

template<class Model >

Annealing_sampler< Model >::Annealing_sampler	(	const Model &	initial_state,
		double	initial_log_target
	)

inline

Parameters

initial_state	Model to initialize the sampler with
initial_log_target	Log of the value of the initial_state under the target distribution

Member Function Documentation

template<class Model >

template<class StepType >

void Annealing_sampler< Model >::add_annealing_step	(	const StepType &	step,
		double	prob,
		const std::string &	name = `""`
	)

inline

template<class Model >

template<class StepType >

void Annealing_sampler< Model >::add_annealing_step	(	StepType *	step,
		double	prob,
		const std::string &	name = `""`
	)

inline

template<class Model >

template<class StepType >

void Annealing_sampler< Model >::add_annealing_step	(	const boost::shared_ptr< StepType > &	step,
		double	prob,
		const std::string &	name = `""`
	)

inline

template<class Model >

void Annealing_sampler< Model >::add_temperature_changed_callback ( const boost::function1< void, double > & cb )

inline

Add an arbitrary function to be called when temperature changes.

template<class Model >

void Annealing_sampler< Model >::set_temperature ( double temperature )

inline

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

/work/kobus/src/lib/sample_cpp/sample_annealing.h

Public Member Functions

Additional Inherited Members

Constructor & Destructor Documentation

Member Function Documentation