DBMatOffline specialization as a base class for all algorithms based on gaussian elimination on a dense matrix. More...

#include <DBMatOfflineGE.hpp>

Inheritance diagram for sgpp::datadriven::DBMatOfflineGE:

Public Member Functions
void	buildMatrix () override
	Builds the right hand side matrix with identity regularization term. More...

	DBMatOfflineGE (const sgpp::base::RegularGridConfiguration &gridConfig, const sgpp::base::AdpativityConfiguration &adaptivityConfig, const sgpp::datadriven::RegularizationConfiguration &regularizationConfig, const sgpp::datadriven::DensityEstimationConfiguration &densityEstimationConfig)

	DBMatOfflineGE (const std::string &fileName)

Public Member Functions inherited from sgpp::datadriven::DBMatOffline
virtual DBMatOffline *	clone ()=0
	Interface for the clone idiom. More...

	DBMatOffline (const sgpp::base::RegularGridConfiguration &gridConfig, const sgpp::base::AdpativityConfiguration &adaptivityConfig, const sgpp::datadriven::RegularizationConfiguration &regularizationConfig, const sgpp::datadriven::DensityEstimationConfiguration &densityEstimationConfig)
	Constructor Build DBMatOffline Object from configuration. More...

	DBMatOffline (const std::string &fileName)
	Constructor Create offline object from serialized offline object. More...

	DBMatOffline (const DBMatOffline &rhs)
	Copy Constructor. More...

	DBMatOffline (DBMatOffline &&rhs)=default
	Default move constructor. More...

virtual void	decomposeMatrix ()=0
	Decomposes the matrix according to the chosen decomposition type. More...

sgpp::base::AdpativityConfiguration &	getAdaptivityConfig ()
	Get a reference to the grid adaptivity configuration object. More...

DataMatrix &	getDecomposedMatrix ()
	Get a reference to the decomposed matrix. More...

sgpp::datadriven::DensityEstimationConfiguration &	getDensityEstimationConfig ()
	Get a reference to the matrix decomposition configuration object. More...

Grid &	getGrid ()
	Returns a reference to the sparse grid. More...

sgpp::base::RegularGridConfiguration &	getGridConfig ()
	Get a reference to the grid configuration object. More...

DataMatrix &	getLhsMatrix_ONLY_FOR_TESTING ()
	Allows access to lhs matrix, which is meant ONLY FOR TESTING. More...

sgpp::datadriven::RegularizationConfiguration &	getRegularizationConfig ()
	Get a reference to the grid regularization configuration object. More...

virtual bool	isRefineable ()=0
	Only Offline objects based on Cholesky decomposition, or orthogonal adaptivity can be refined. More...

DBMatOffline &	operator= (const DBMatOffline &rhs)
	Default copy assign operator. More...

DBMatOffline &	operator= (DBMatOffline &&rhs)=default
	Default move assign operator. More...

void	printMatrix ()
	Prints the matrix onto standard output. More...

void	setInter (std::vector< std::vector< size_t >> interactions)
	Sets interaction Term. More...

virtual void	store (const std::string &fileName)
	Serialize the DBMatOffline Object. More...

virtual	~DBMatOffline ()=default
	Default virtual destructor. More...

Protected Member Functions
	DBMatOfflineGE ()

Protected Member Functions inherited from sgpp::datadriven::DBMatOffline
	DBMatOffline ()

void	InitializeGrid ()
	Build the initial sparse grid. More...

void	parseConfig (const std::string &fileName, sgpp::base::RegularGridConfiguration &gridConfig, sgpp::base::AdpativityConfiguration &adaptivityConfig, sgpp::datadriven::RegularizationConfiguration &regularizationConfig, sgpp::datadriven::DensityEstimationConfiguration &densityEstimationConfig) const
	Read the configuration from a serialized DBMatOffline object. More...

void	parseInter (const std::string &fileName, std::vector< std::vector< size_t >> &interactions) const
	Read the Interactionsterms from a serialized DBMatOfflibe object. More...

Additional Inherited Members
Public Attributes inherited from sgpp::datadriven::DBMatOffline
std::vector< std::vector< size_t > >	interactions

Protected Attributes inherited from sgpp::datadriven::DBMatOffline
sgpp::base::AdpativityConfiguration	adaptivityConfig

sgpp::datadriven::DensityEstimationConfiguration	densityEstimationConfig

std::unique_ptr< Grid >	grid
	An offline object works on a hierarchical basis grid. More...

sgpp::base::RegularGridConfiguration	gridConfig

bool	isConstructed

bool	isDecomposed

DataMatrix	lhsMatrix

sgpp::datadriven::RegularizationConfiguration	regularizationConfig

Detailed Description

DBMatOffline specialization as a base class for all algorithms based on gaussian elimination on a dense matrix.

Constructor & Destructor Documentation

sgpp::datadriven::DBMatOfflineGE::DBMatOfflineGE	(	const sgpp::base::RegularGridConfiguration &	gridConfig,
		const sgpp::base::AdpativityConfiguration &	adaptivityConfig,
		const sgpp::datadriven::RegularizationConfiguration &	regularizationConfig,
		const sgpp::datadriven::DensityEstimationConfiguration &	densityEstimationConfig
	)