vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector > Struct Template Reference

integrate over a Gaussian distribution. More...

#include <vpdt_gaussian.h>

Public Types
typedef vpdt_eigen_sym_matrix_gen< F >::type	Covar
typedef vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >	Metric
typedef vpdt_field_traits< F >::scalar_type	T

Static Public Member Functions
static T	domain_integral (const vpdt_gaussian< F, Covar > &g)
	integrate over the entire domain. More...
static T	partial_integral (const vpdt_gaussian< F, Covar > &, const F &)
	integrate from -infinity to pt. More...

Detailed Description

template<class F>
struct vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector >

integrate over a Gaussian distribution.

This is the variation for multivariate with general covariance

Definition at line 165 of file vpdt_gaussian.h.

Member Typedef Documentation

Covar

template<class F >

typedef vpdt_eigen_sym_matrix_gen<F>::type vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector >::Covar

Definition at line 169 of file vpdt_gaussian.h.

Metric

template<class F >

typedef vpdt_norm_metric<F,typename vpdt_eigen_sym_matrix_gen<F>::type> vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector >::Metric

Definition at line 170 of file vpdt_gaussian.h.

T

template<class F >

typedef vpdt_field_traits<F>::scalar_type vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector >::T

Definition at line 171 of file vpdt_gaussian.h.

Member Function Documentation

domain_integral()

template<class F >

static T vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector >::domain_integral ( const vpdt_gaussian< F, Covar > &  g )

inlinestatic

integrate over the entire domain.

Definition at line 174 of file vpdt_gaussian.h.

partial_integral()

template<class F >

static T vpdt_gaussian_integrator< F, typename vpdt_eigen_sym_matrix_gen< F >::type, vpdt_norm_metric< F, typename vpdt_eigen_sym_matrix_gen< F >::type >, typename vpdt_field_traits< F >::type_is_vector >::partial_integral ( const vpdt_gaussian< F, Covar > &  , const F &    )

inlinestatic

integrate from -infinity to pt.

Definition at line 186 of file vpdt_gaussian.h.

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

• core/vpdl/vpdt/vpdt_gaussian.h