muq::Approximation::SumMean Class Reference

#include <GaussianProcess.h>

Inheritance diagram for muq::Approximation::SumMean:

Detailed Description

Definition at line 232 of file GaussianProcess.h.

Public Member Functions
template<typename MeanType1 , typename MeanType2 >
	SumMean (MeanType1 const &mu1In, MeanType2 const &mu2In)
virtual	~SumMean ()=default
virtual std::shared_ptr< MeanFunctionBase >	Clone () const override
virtual Eigen::MatrixXd	Evaluate (Eigen::MatrixXd const &xs) const override
virtual Eigen::MatrixXd	GetDerivative (Eigen::MatrixXd const &xs, std::vector< std::vector< int >> const &derivCoords) const override
Public Member Functions inherited from muq::Approximation::MeanFunctionBase
	MeanFunctionBase (unsigned dimIn, unsigned coDimIn)
virtual	~MeanFunctionBase ()=default
virtual std::shared_ptr< MeanFunctionBase >	GetPtr ()

Additional Inherited Members
Public Attributes inherited from muq::Approximation::MeanFunctionBase
const unsigned	inputDim
const unsigned	coDim

Constructor & Destructor Documentation

SumMean()

template<typename MeanType1 , typename MeanType2 >

muq::Approximation::SumMean::SumMean ( MeanType1 const &  mu1In, MeanType2 const &  mu2In  )

inline

Definition at line 237 of file GaussianProcess.h.

References mu1, and mu2.

~SumMean()

virtual muq::Approximation::SumMean::~SumMean ( )

virtualdefault

Member Function Documentation

Clone()

virtual std::shared_ptr<MeanFunctionBase> muq::Approximation::SumMean::Clone ( ) const

inlineoverridevirtual

Implements muq::Approximation::MeanFunctionBase.

Definition at line 249 of file GaussianProcess.h.

Evaluate()

virtual Eigen::MatrixXd muq::Approximation::SumMean::Evaluate ( Eigen::MatrixXd const &  xs ) const

inlineoverridevirtual

Implements muq::Approximation::MeanFunctionBase.

Definition at line 254 of file GaussianProcess.h.

References mu1, and mu2.

GetDerivative()

virtual Eigen::MatrixXd muq::Approximation::SumMean::GetDerivative ( Eigen::MatrixXd const &  xs, std::vector< std::vector< int >> const &  derivCoords  ) const

inlineoverridevirtual

Implements muq::Approximation::MeanFunctionBase.

Definition at line 259 of file GaussianProcess.h.

References mu1, and mu2.

Member Data Documentation

mu1

std::shared_ptr<MeanFunctionBase> muq::Approximation::SumMean::mu1

private

Definition at line 265 of file GaussianProcess.h.

Referenced by Evaluate(), GetDerivative(), and SumMean().

mu2

std::shared_ptr<MeanFunctionBase> muq::Approximation::SumMean::mu2

private

Definition at line 265 of file GaussianProcess.h.

Referenced by Evaluate(), GetDerivative(), and SumMean().

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

• doxygen_prep/MUQ/Approximation/GaussianProcesses/GaussianProcess.h