mhrwstepsizecontroller.h File Reference

(v5.4)

Tools for automatically and dynamically adjusting the step size of the random walk. More...

#include <cstddef>
#include <cmath>
#include <cstdlib>
#include <algorithm>
#include <limits>
#include <random>
#include <iomanip>
#include <tomographer/tools/loggers.h>
#include <tomographer/tools/fmt.h>
#include <tomographer/tools/cxxutil.h>
#include <tomographer/tools/needownoperatornew.h>
#include <tomographer/mhrw.h>
#include <tomographer/mhrwstatscollectors.h>
#include <tomographer/mhrwacceptratiowalkerparamscontroller.h>

Include dependency graph for mhrwstepsizecontroller.h:

Go to the source code of this file.

Classes
class	Tomographer::MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, StepRealType_, IterCountIntType_ >
	A MHRWController Interface dynamically adjusting the step size to keep a good acceptance ratio. More...
struct	Tomographer::Tools::StatusProvider< MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType, BaseLoggerType, StepRealType, IterCountIntType > >

Namespaces
	Tomographer
	Base namespace for the Tomographer project.
	Tomographer::Tools
	Various useful tools.

Functions
template<typename MHRWParamsType , typename MHRWMovingAverageAcceptanceRatioStatsCollectorType_ , typename BaseLoggerType_ >
MHRWStepSizeController< MHRWMovingAverageAcceptanceRatioStatsCollectorType_, BaseLoggerType_, typename MHRWParamsType::MHWalkerParams::StepRealType, typename MHRWParamsType::CountIntType >	Tomographer::mkMHRWStepSizeController (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)

Detailed Description

Tools for automatically and dynamically adjusting the step size of the random walk.

See Tomographer::MHRWStepSizeController

Definition in file mhrwstepsizecontroller.h.