sgpp::datadriven::OperationMultipleEvalMatrix Class Reference

wrapper class for matrix multiplication for use in solver More...

#include <OperationMultipleEvalMatrix.hpp>

Inheritance diagram for sgpp::datadriven::OperationMultipleEvalMatrix:

Public Member Functions
double	getDuration () override
void	mult (base::DataVector &alpha, base::DataVector &result) override
	Multiplication of \(B^T\) with vector \(\alpha\). More...
void	multTranspose (base::DataVector &source, base::DataVector &result) override
	Multiplication of \(B\) with vector \(\alpha\). More...
	OperationMultipleEvalMatrix (base::Grid &grid, base::DataMatrix &dataset)
	Constructor. More...
	~OperationMultipleEvalMatrix () override
	Destructor. More...
Public Member Functions inherited from sgpp::base::OperationMultipleEval
void	eval (DataVector &alpha, DataVector &result)
	Evaluate multiple datapoints with the specified grid. More...
virtual std::string	getImplementationName ()
	Name of this implementation of the operation. More...
virtual void	mult (DataVector &alpha, DataVector &result, size_t startIndexData, size_t endIndexData)
	Multiplication of \(B^T\) with vector \(\alpha\). More...
virtual void	multTranspose (DataVector &source, DataVector &result, size_t startIndexGrid, size_t endIndexGrid)
	Multiplication of \(B\) with vector \(\alpha\). More...
	OperationMultipleEval (sgpp::base::Grid &grid, DataMatrix &dataset)
	Constructor. More...
virtual void	prepare ()
	Used for kernel-specific setup like special data structures that are defined from the current state of the grid. More...
virtual	~OperationMultipleEval ()
	Destructor. More...

Additional Inherited Members
Protected Attributes inherited from sgpp::base::OperationMultipleEval
DataMatrix &	dataset
Grid &	grid
bool	isPrepared

Detailed Description

wrapper class for matrix multiplication for use in solver

Constructor & Destructor Documentation

OperationMultipleEvalMatrix()

sgpp::datadriven::OperationMultipleEvalMatrix::OperationMultipleEvalMatrix ( base::Grid &  grid, base::DataMatrix &  dataset  )

inline

Constructor.

Parameters

grid	dummy grid for inheritance reasons
dataset	the dataset that should be evaluated

~OperationMultipleEvalMatrix()

sgpp::datadriven::OperationMultipleEvalMatrix::~OperationMultipleEvalMatrix ( )

inlineoverride

Destructor.

References alpha, getDuration(), mult(), and multTranspose().

Member Function Documentation

getDuration()

double sgpp::datadriven::OperationMultipleEvalMatrix::getDuration ( )

overridevirtual

Implements sgpp::base::OperationMultipleEval.

Referenced by ~OperationMultipleEvalMatrix().

mult()

void sgpp::datadriven::OperationMultipleEvalMatrix::mult ( base::DataVector &  alpha, base::DataVector &  result  )

overridevirtual

Multiplication of \(B^T\) with vector \(\alpha\).

Parameters

alpha	vector, to which \(B\) is applied. Typically the coefficient vector
result	the result vector of the matrix vector multiplication

Implements sgpp::base::OperationMultipleEval.

References sgpp::base::OperationMultipleEval::dataset, and sgpp::base::DataMatrix::mult().

Referenced by ~OperationMultipleEvalMatrix().

multTranspose()

void sgpp::datadriven::OperationMultipleEvalMatrix::multTranspose ( base::DataVector &  source, base::DataVector &  result  )

overridevirtual

Multiplication of \(B\) with vector \(\alpha\).

Parameters

source	vector, to which \(B^T\) is applied. Typically the coefficient vector
result	the result vector of the matrix vector multiplication

Implements sgpp::base::OperationMultipleEval.

References sgpp::base::OperationMultipleEval::dataset, and sgpp::base::DataMatrix::transpose().

Referenced by ~OperationMultipleEvalMatrix().

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

• datadriven/src/sgpp/datadriven/datamining/modules/hpo/harmonica/OperationMultipleEvalMatrix.hpp
• datadriven/src/sgpp/datadriven/datamining/modules/hpo/harmonica/OperationMultipleEvalMatrix.cpp