sgpp::combigrid::CombigridSurrogateModelConfiguration Class Reference

#include <CombigridSurrogateModel.hpp>

Public Member Functions
	CombigridSurrogateModelConfiguration ()
void	loadFromCombigridOperation (std::shared_ptr< CombigridOperation > op, bool loadLevelStructure=true)
void	loadFromCombigridOperation (std::shared_ptr< CombigridMultiOperation > op, bool loadLevelStructure=true)
void	loadFromCombigridOperation (std::shared_ptr< CombigridTensorOperation > op, bool loadLevelStructure=true)
virtual	~CombigridSurrogateModelConfiguration ()

Public Attributes
std::shared_ptr< sgpp::combigrid::OrthogonalPolynomialBasis1D >	basisFunction
sgpp::combigrid::OrthogonalBasisFunctionsCollection	basisFunctions
sgpp::base::DataVector	bounds
std::shared_ptr< AbstractCombigridStorage >	coefficientStorage
size_t	degree
bool	enableLevelManagerStatsCollection
std::shared_ptr< sgpp::combigrid::FloatTensorVector >	expansionCoefficients
std::shared_ptr< sgpp::combigrid::LevelManager >	levelManager
std::shared_ptr< sgpp::combigrid::TreeStorage< uint8_t > >	levelStructure
size_t	numDimensions
std::vector< std::shared_ptr< AbstractPointHierarchy > >	pointHierarchies
std::shared_ptr< AbstractCombigridStorage >	storage
std::shared_ptr< sgpp::combigrid::CombigridTensorOperation >	tensorOperation
CombigridSurrogateModelsType	type
std::shared_ptr< sgpp::combigrid::SingleFunction >	weightFunction
sgpp::combigrid::WeightFunctionsCollection	weightFunctions

Constructor & Destructor Documentation

CombigridSurrogateModelConfiguration()

sgpp::combigrid::CombigridSurrogateModelConfiguration::CombigridSurrogateModelConfiguration

(

)

References sgpp::combigrid::POLYNOMIAL_CHAOS_EXPANSION.

~CombigridSurrogateModelConfiguration()

sgpp::combigrid::CombigridSurrogateModelConfiguration::~CombigridSurrogateModelConfiguration ( )

virtual

Member Function Documentation

loadFromCombigridOperation() [1/3]

void sgpp::combigrid::CombigridSurrogateModelConfiguration::loadFromCombigridOperation	(	std::shared_ptr< CombigridOperation >	op,
		bool	loadLevelStructure = true
	)

References levelStructure, numDimensions, pointHierarchies, and storage.

Referenced by sgpp::combigrid::PolynomialChaosExpansion::updateConfig().

loadFromCombigridOperation() [2/3]

void sgpp::combigrid::CombigridSurrogateModelConfiguration::loadFromCombigridOperation	(	std::shared_ptr< CombigridMultiOperation >	op,
		bool	loadLevelStructure = true
	)

References levelStructure, numDimensions, pointHierarchies, and storage.

loadFromCombigridOperation() [3/3]

void sgpp::combigrid::CombigridSurrogateModelConfiguration::loadFromCombigridOperation	(	std::shared_ptr< CombigridTensorOperation >	op,
		bool	loadLevelStructure = true
	)

References levelStructure, numDimensions, pointHierarchies, storage, and tensorOperation.

Member Data Documentation

basisFunction

std::shared_ptr<sgpp::combigrid::OrthogonalPolynomialBasis1D> sgpp::combigrid::CombigridSurrogateModelConfiguration::basisFunction

Referenced by sgpp::combigrid::PolynomialChaosExpansion::PolynomialChaosExpansion().

basisFunctions

sgpp::combigrid::OrthogonalBasisFunctionsCollection sgpp::combigrid::CombigridSurrogateModelConfiguration::basisFunctions

Referenced by sgpp::combigrid::CombigridSurrogateModel::CombigridSurrogateModel(), and sgpp::combigrid::PolynomialChaosExpansion::PolynomialChaosExpansion().

bounds

sgpp::base::DataVector sgpp::combigrid::CombigridSurrogateModelConfiguration::bounds

Referenced by sgpp::combigrid::CombigridSurrogateModel::CombigridSurrogateModel(), python.uq.dists.SGDEdist.SGDEdist::cov(), python.uq.dists.EstimatedDist.EstimatedDist::getBounds(), python.uq.dists.NatafDist.NatafDist::getBounds(), python.uq.dists.LibAGFDist.LibAGFDist::getBounds(), python.uq.dists.SGDEdist.SGDEdist::getJointTransformation(), python.uq.dists.SGDEdist.SGDEdist::marginalize(), python.uq.dists.NatafDist.NatafDist::marginalizeToDimX(), python.uq.dists.SGDEdist.SGDEdist::marginalizeToDimX(), python.uq.dists.KDEDist.KDEDist::toJson(), python.uq.dists.NatafDist.NatafDist::toJson(), python.uq.dists.SGDEdist.SGDEdist::toJson(), sgpp::combigrid::BsplineStochasticCollocation::updateConfig(), sgpp::combigrid::BsplineStochasticCollocation::~BsplineStochasticCollocation(), and sgpp::combigrid::PolynomialStochasticCollocation::~PolynomialStochasticCollocation().

coefficientStorage

std::shared_ptr<AbstractCombigridStorage> sgpp::combigrid::CombigridSurrogateModelConfiguration::coefficientStorage

Referenced by sgpp::combigrid::BsplineStochasticCollocation::updateConfig().

degree

size_t sgpp::combigrid::CombigridSurrogateModelConfiguration::degree

Referenced by sgpp::combigrid::BsplineStochasticCollocation::mean(), sgpp::combigrid::BsplineStochasticCollocation::updateConfig(), and sgpp::combigrid::BsplineStochasticCollocation::~BsplineStochasticCollocation().

enableLevelManagerStatsCollection

bool sgpp::combigrid::CombigridSurrogateModelConfiguration::enableLevelManagerStatsCollection

Referenced by sgpp::combigrid::PolynomialChaosExpansion::updateConfig(), and sgpp::combigrid::PolynomialStochasticCollocation::updateConfig().

expansionCoefficients

std::shared_ptr<sgpp::combigrid::FloatTensorVector> sgpp::combigrid::CombigridSurrogateModelConfiguration::expansionCoefficients

levelManager

std::shared_ptr<sgpp::combigrid::LevelManager> sgpp::combigrid::CombigridSurrogateModelConfiguration::levelManager

Referenced by sgpp::combigrid::BsplineStochasticCollocation::BsplineStochasticCollocation(), sgpp::combigrid::BsplineStochasticCollocation::updateConfig(), sgpp::combigrid::PolynomialChaosExpansion::updateConfig(), and sgpp::combigrid::PolynomialStochasticCollocation::updateConfig().

levelStructure

std::shared_ptr<sgpp::combigrid::TreeStorage<uint8_t> > sgpp::combigrid::CombigridSurrogateModelConfiguration::levelStructure

Referenced by sgpp::combigrid::BsplineStochasticCollocation::eval(), loadFromCombigridOperation(), sgpp::combigrid::BsplineStochasticCollocation::mean(), sgpp::combigrid::BsplineStochasticCollocation::updateConfig(), sgpp::combigrid::PolynomialChaosExpansion::updateConfig(), and sgpp::combigrid::PolynomialStochasticCollocation::updateConfig().

numDimensions

size_t sgpp::combigrid::CombigridSurrogateModelConfiguration::numDimensions

Referenced by loadFromCombigridOperation(), and sgpp::combigrid::BsplineStochasticCollocation::~BsplineStochasticCollocation().

pointHierarchies

std::vector<std::shared_ptr<AbstractPointHierarchy> > sgpp::combigrid::CombigridSurrogateModelConfiguration::pointHierarchies

Referenced by sgpp::combigrid::BsplineStochasticCollocation::BsplineStochasticCollocation(), sgpp::combigrid::CombigridSurrogateModel::CombigridSurrogateModel(), loadFromCombigridOperation(), sgpp::combigrid::BsplineStochasticCollocation::updateConfig(), sgpp::combigrid::PolynomialChaosExpansion::updateConfig(), and sgpp::combigrid::PolynomialStochasticCollocation::updateConfig().

storage

std::shared_ptr<AbstractCombigridStorage> sgpp::combigrid::CombigridSurrogateModelConfiguration::storage

Referenced by loadFromCombigridOperation(), sgpp::combigrid::PolynomialChaosExpansion::updateConfig(), and sgpp::combigrid::PolynomialStochasticCollocation::updateConfig().

tensorOperation

std::shared_ptr<sgpp::combigrid::CombigridTensorOperation> sgpp::combigrid::CombigridSurrogateModelConfiguration::tensorOperation

Referenced by loadFromCombigridOperation(), and sgpp::combigrid::PolynomialChaosExpansion::updateConfig().

type

CombigridSurrogateModelsType sgpp::combigrid::CombigridSurrogateModelConfiguration::type

Referenced by sgpp::combigrid::createCombigridSurrogateModel().

weightFunction

std::shared_ptr<sgpp::combigrid::SingleFunction> sgpp::combigrid::CombigridSurrogateModelConfiguration::weightFunction

Referenced by sgpp::combigrid::PolynomialStochasticCollocation::PolynomialStochasticCollocation().

weightFunctions

sgpp::combigrid::WeightFunctionsCollection sgpp::combigrid::CombigridSurrogateModelConfiguration::weightFunctions

Referenced by sgpp::combigrid::CombigridSurrogateModel::CombigridSurrogateModel(), and sgpp::combigrid::PolynomialStochasticCollocation::PolynomialStochasticCollocation().

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

• combigrid/src/sgpp/combigrid/pce/CombigridSurrogateModel.hpp
• combigrid/src/sgpp/combigrid/pce/CombigridSurrogateModel.cpp