PHiLiP::ProperOrthogonalDecomposition::RBFInterpolation Class Reference

Radial basis function interpolation. More...

#include <rbf_interpolation.h>

Inheritance diagram for PHiLiP::ProperOrthogonalDecomposition::RBFInterpolation:

Collaboration diagram for PHiLiP::ProperOrthogonalDecomposition::RBFInterpolation:

Public Types
typedef std::vector< double >	vector
	ROL required.
typedef ROL::Vector< double >	V
	ROL required.

Public Member Functions
	RBFInterpolation (const MatrixXd &data_coordinates, const VectorXd &data_values, std::string kernel)
	Constructor.
void	computeWeights ()
	Compute RBF interpolation weights.
double	radialBasisFunction (double r) const
	Choose radial basis function.
double	evaluate (const RowVectorXd &evaluate_coordinate) const
	Evaluate RBF.
template<class VectorType >
ROL::Ptr< const vector >	getVector (const V &x)
	ROL required.
double	value (const ROL::Vector< double > &x, double &)
	ROL evaluate value.

Public Attributes
VectorXd	weights
	RBF weights.
const MatrixXd	data_coordinates
	Data coordinates.
const VectorXd	data_values
	Data values.
const std::string	kernel
	RBF kernel.

Detailed Description

Radial basis function interpolation.

Definition at line 15 of file rbf_interpolation.h.

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

• src/reduced_order/rbf_interpolation.h
• src/reduced_order/rbf_interpolation.cpp