A MHRWController Interface dynamically adjusting the step size to keep a good acceptance ratio. More...

#include <tomographer/mhrwstepsizecontroller.h>

Inheritance diagram for Tomographer::MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >:

Collaboration diagram for Tomographer::MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >:

Public Types
typedef MHRWAcceptRatioWalkerParamsController< MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >, MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, IterCountIntType_ >	Base

typedef MHRWMovingAverageAcceptanceRatioStatsCollectorType_	MHRWMovingAverageAcceptanceRatioStatsCollectorType

typedef BaseLoggerType_	BaseLoggerType

typedef StepRealType_	StepRealType

typedef IterCountIntType_	IterCountIntType

Public Types inherited from Tomographer::MHRWAcceptRatioWalkerParamsController< MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >, MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, IterCountIntType_ >
enum

typedef MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >	MHRWAcceptanceRatioBasedParamsAdjusterType

typedef MHRWMovingAverageAcceptanceRatioStatsCollectorType_	MHRWMovingAverageAcceptanceRatioStatsCollectorType

typedef BaseLoggerType_	BaseLoggerType

typedef IterCountIntType_	IterCountIntType

Public Member Functions
	MHRWStepSizeController (const MHRWMovingAverageAcceptanceRatioStatsCollectorType &accept_ratio_stats_collector_, BaseLoggerType &baselogger_, double desired_accept_ratio_min_=MHRWAcceptRatioWalkerParamsControllerDefaults::DesiredAcceptanceRatioMin, double desired_accept_ratio_max_=MHRWAcceptRatioWalkerParamsControllerDefaults::DesiredAcceptanceRatioMax, double acceptable_accept_ratio_min_=MHRWAcceptRatioWalkerParamsControllerDefaults::AcceptableAcceptanceRatioMin, double acceptable_accept_ratio_max_=MHRWAcceptRatioWalkerParamsControllerDefaults::AcceptableAcceptanceRatioMax, double ensure_n_therm_fixed_params_fraction_=MHRWAcceptRatioWalkerParamsControllerDefaults::EnsureNThermFixedParamsFraction)

template<typename MHRWParamsType , typename MHWalker , typename MHRandomWalkType >
void	initParams (MHRWParamsType &params, const MHWalker &, const MHRandomWalkType &)

template<typename MHRWParamsType , typename MeType , typename MHWalker , typename MHRandomWalkType >
void	adjustParamsForAcceptRatio (MHRWParamsType &params, double accept_ratio, const MeType &, const MHWalker &, IterCountIntType iter_k, const MHRandomWalkType &)

StepRealType	getLastSetStepSize () const

Public Member Functions inherited from Tomographer::MHRWAcceptRatioWalkerParamsController< MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >, MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, IterCountIntType_ >
	MHRWAcceptRatioWalkerParamsController (const MHRWMovingAverageAcceptanceRatioStatsCollectorType &accept_ratio_stats_collector_, BaseLoggerType &baselogger_, MHRWAcceptanceRatioBasedParamsAdjusterType &params_adjuster_, double desired_accept_ratio_min_=MHRWAcceptRatioWalkerParamsControllerDefaults::DesiredAcceptanceRatioMin, double desired_accept_ratio_max_=MHRWAcceptRatioWalkerParamsControllerDefaults::DesiredAcceptanceRatioMax, double acceptable_accept_ratio_min_=MHRWAcceptRatioWalkerParamsControllerDefaults::AcceptableAcceptanceRatioMin, double acceptable_accept_ratio_max_=MHRWAcceptRatioWalkerParamsControllerDefaults::AcceptableAcceptanceRatioMax, double ensure_n_therm_fixed_params_fraction_=MHRWAcceptRatioWalkerParamsControllerDefaults::EnsureNThermFixedParamsFraction)

double	desiredAcceptRatioMin () const

double	desiredAcceptRatioMax () const

double	acceptableAcceptRatioMin () const

double	acceptableAcceptRatioMax () const

double	ensureNThermFixedParamsFraction () const

IterCountIntType	originalNTherm () const

void	init (MHRWParamsType &params, const MHWalker &mhwalker, const MHRandomWalkType &mhrw)

void	adjustParams (MHRWParamsType &params, const MHWalker &mhwalker, IterCountIntType iter_k, const MHRandomWalkType &mhrw)

bool	allowDoneThermalization (const MHRWParamsType &params, const MHWalker &, IterCountIntType iter_k, const MHRandomWalkType &)

bool	allowDoneRuns (const MHRWParamsType &, const MHWalker &, IterCountIntType, const MHRandomWalkType &)

void	thermalizingDone (MHRWParamsType &, const MHWalker &, const MHRandomWalkType &) const

void	done (MHRWParamsType &, const MHWalker &, const MHRandomWalkType &) const

Detailed Description

template<typename MHRWMovingAverageAcceptanceRatioStatsCollectorType_, typename BaseLoggerType_ = Logger::VacuumLogger, typename StepRealType_ = double, typename IterCountIntType_ = int>
class Tomographer::MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >

A MHRWController Interface dynamically adjusting the step size to keep a good acceptance ratio.

This controller is based on Tomographer::MHRWAcceptRatioWalkerParamsController. In case you're wondering, the MHRWAcceptanceRatioBasedParamsAdjusterType we're using is this class itself. This class conforms both to MHRWController Interface and MHRWAcceptanceRatioBasedParamsAdjuster Interface.

Definition at line 72 of file mhrwstepsizecontroller.h.

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

tomographer/mhrwstepsizecontroller.h (v5.4)

Public Types

Public Member Functions

Detailed Description