(v5.3)

Routines for performing a Metropolis-Hastings random walk. More...

#include <cstddef>
#include <cmath>
#include <limits>
#include <random>
#include <sstream>
#include <iomanip>
#include <type_traits>
#include <boost/serialization/serialization.hpp>
#include <tomographer/tools/loggers.h>
#include <tomographer/tools/fmt.h>
#include <tomographer/tools/cxxutil.h>
#include <tomographer/tools/statusprovider.h>
#include <tomographer/multiproc.h>
#include <tomographer/mhrw_bin_err.h>
#include <tomographer/tools/needownoperatornew.h>

Include dependency graph for mhrw.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
struct	Tomographer::MHWalkerParamsStepSize< StepRealType_ >
	An MHWalkerParams type which just stores a step size. More...

struct	Tomographer::MHRWParams< MHWalkerParams_, CountIntType_ >
	Specify the parameters of a Metropolis-Hastings random walk. More...

struct	Tomographer::MHRWControllerInvoker< MHRWControllerType_ >
	Helper class to invoke a MHRWController Interface 's callbacks. More...

class	Tomographer::MHRWMultipleControllers< MHRWControllerTypes >
	A MHRWController Interface which combines several independent random walk controllers. More...

class	Tomographer::MHRandomWalk< Rng_, MHWalker_, MHRWStatsCollector_, MHRWController_, LoggerType_, CountIntType_ >
	A Metropolis-Hastings Random Walk. More...

struct	Tomographer::MHRWStatusReport< MHRWParamsType >
	Status Report structure representing the status of a MHRandomWalk. More...

struct	Tomographer::Tools::StatusProvider< MHRWMultipleControllers< Args... > >
	Provide status reporting for a MHRWMultipleControllers. More...

Namespaces
	Tomographer
	Base namespace for the `Tomographer` project.

	Tomographer::Tools
	Various useful tools.

Typedefs
typedef MHRWMultipleControllers	Tomographer::MHRWNoController
	A MHRWController Interface which does not adjust anything. More...

Enumerations
enum

enum	Tomographer::MHRWControllerAdjustmentStrategy
	Describe how frequently the parameters of the random walk should be dynamically adjusted. More...

Functions
template<typename StepRealType >
std::ostream &	Tomographer::operator<< (std::ostream &stream, MHWalkerParamsStepSize< StepRealType > p)

template<typename CountIntType , typename MHWalkerParams >
std::ostream &	Tomographer::operator<< (std::ostream &str, const MHRWParams< MHWalkerParams, CountIntType > &p)

template<typename... MHRWControllerTypes>
MHRWMultipleControllers< MHRWControllerTypes... >	Tomographer::mkMHRWMultipleControllers (MHRWControllerTypes &... controllers)
	Convenience function to create a MHRWMultipleControllers (using template argument deduction) More...

Variables
constexpr const double	Tomographer::MHRWAcceptanceRatioRecommendedMin = 0.2
	Minimal recommended acceptance ratio.

constexpr const double	Tomographer::MHRWAcceptanceRatioRecommendedMax = 0.4
	Maximal recommended acceptance ratio.

Detailed Description

Routines for performing a Metropolis-Hastings random walk.

Definition in file mhrw.h.

(v5.3)

Classes

Namespaces

Typedefs

Enumerations

Functions

Variables

Detailed Description