rbf_interpolator.h File Reference

Definition of rbf_interpolator class. More...

#include <cstddef>
#include <type_traits>
#include <vector>
#include <Eigen/Core>
#include "num_collect/base/index_type.h"
#include "num_collect/logging/log_tag_view.h"
#include "num_collect/logging/logging_macros.h"
#include "num_collect/logging/logging_mixin.h"
#include "num_collect/opt/dividing_rectangles.h"
#include "num_collect/opt/function_object_wrapper.h"
#include "num_collect/rbf/compute_kernel_matrix.h"
#include "num_collect/rbf/concepts/csrbf.h"
#include "num_collect/rbf/concepts/distance_function.h"
#include "num_collect/rbf/concepts/length_parameter_calculator.h"
#include "num_collect/rbf/concepts/rbf.h"
#include "num_collect/rbf/distance_functions/euclidean_distance_function.h"
#include "num_collect/rbf/impl/get_default_scalar_type.h"
#include "num_collect/rbf/impl/get_variable_type.h"
#include "num_collect/rbf/impl/kernel_matrix_solver.h"
#include "num_collect/rbf/kernel_matrix_type.h"
#include "num_collect/rbf/length_parameter_calculators/global_length_parameter_calculator.h"
#include "num_collect/rbf/length_parameter_calculators/local_length_parameter_calculator.h"
#include "num_collect/rbf/rbfs/gaussian_rbf.h"
#include "num_collect/rbf/rbfs/wendland_csrbf.h"

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Classes
class	num_collect::rbf::rbf_interpolator< FunctionValue(Variable), RBF, KernelMatrixType, DistanceFunction, LengthParameterCalculator >
	Class to interpolate using RBF. More...

Namespaces
namespace	num_collect
	Namespace of num_collect source codes.
namespace	num_collect::rbf
	Namespace of RBF interpolation.

Typedefs
template<typename FunctionSignature , concepts::rbf RBF = rbfs::gaussian_rbf<impl::get_default_scalar_type<FunctionSignature>>, kernel_matrix_type KernelMatrixType = kernel_matrix_type::dense, concepts::distance_function DistanceFunction = distance_functions::euclidean_distance_function< impl::get_variable_type_t<FunctionSignature>>>
using	num_collect::rbf::global_rbf_interpolator
	Class to interpolate using RBF with globally fixed length parameters.
template<typename FunctionSignature , concepts::rbf RBF = rbfs::wendland_csrbf< impl::get_default_scalar_type<FunctionSignature>, 3, 1>, concepts::distance_function DistanceFunction = distance_functions::euclidean_distance_function< impl::get_variable_type_t<FunctionSignature>>>
using	num_collect::rbf::local_csrbf_interpolator
	Class to interpolate using compactly supported RBF with length parameters localized for sample points.
template<typename FunctionSignature , concepts::rbf RBF = rbfs::gaussian_rbf<impl::get_default_scalar_type<FunctionSignature>>, kernel_matrix_type KernelMatrixType = kernel_matrix_type::dense, concepts::distance_function DistanceFunction = distance_functions::euclidean_distance_function< impl::get_variable_type_t<FunctionSignature>>>
using	num_collect::rbf::local_rbf_interpolator
	Class to interpolate using RBF with length parameters localized for sample points.

Variables
constexpr auto	num_collect::rbf::rbf_interpolator_tag
	Tag of rbf_interpolator.

Detailed Description

Definition of rbf_interpolator class.

Definition in file rbf_interpolator.h.