covariance_kernel.hpp File Reference

Implementation of kernels representing covariance functions of stochastic processes. More...

#include "../core/field_dimension.hpp"
#include "../core/global_definitions.hpp"
#include "../core/kernel.hpp"
#include "../core/gaussian_quadrature.hpp"
#include "location_normal.hpp"

Include dependency graph for covariance_kernel.hpp:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Classes
class	NiHu::exponential_covariance_kernel< Space, Dimension >
struct	NiHu::kernel_traits_ns::space< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::result< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::quadrature_family< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::is_singular< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::test_input< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::trial_input< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::is_symmetric< exponential_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::far_field_behaviour< exponential_covariance_kernel< Space, Dimension > >
class	NiHu::exponential_covariance_kernel< Space, Dimension >
class	NiHu::gaussian_covariance_kernel< Space, Dimension >
struct	NiHu::kernel_traits_ns::space< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::result< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::quadrature_family< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::is_singular< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::test_input< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::trial_input< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::is_symmetric< gaussian_covariance_kernel< Space, Dimension > >
struct	NiHu::kernel_traits_ns::far_field_behaviour< gaussian_covariance_kernel< Space, Dimension > >
class	NiHu::ConstVariance< Space >
class	NiHu::gaussian_covariance_kernel< Space, Dimension >

Namespaces
	NiHu::kernel_traits_ns
	metafunctions returning regular and singular kernel traits

Detailed Description

Implementation of kernels representing covariance functions of stochastic processes.

Author

Peter Fiala fiala.nosp@m.@hit.nosp@m..bme..nosp@m.hu

Peter Rucz rucz@.nosp@m.hit..nosp@m.bme.h.nosp@m.u

Todo:

Check non-stationary implementation options

Definition in file covariance_kernel.hpp.