KullbackLeiblerDistance< N > Class Template Reference

#include <KullbackLeiblerDistance.h>

Inheritance diagram for KullbackLeiblerDistance< N >:

List of all members.

Public Member Functions
virtual KullbackLeiblerDistance< N > *	clone () const
virtual double	operator() (const SingleGaussianState< N > &, const SingleGaussianState< N > &) const
Private Types
typedef SingleGaussianState< N > ::Matrix	Matrix
typedef SingleGaussianState< N > ::Vector	Vector

---

Detailed Description

template<unsigned int N>
class KullbackLeiblerDistance< N >

Calculation of Kullback-Leibler distance between two Gaussian components.

Definition at line 10 of file KullbackLeiblerDistance.h.

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Member Typedef Documentation

template<unsigned int N>

typedef SingleGaussianState<N>::Matrix KullbackLeiblerDistance< N >::Matrix [private]

Definition at line 14 of file KullbackLeiblerDistance.h.

template<unsigned int N>

typedef SingleGaussianState<N>::Vector KullbackLeiblerDistance< N >::Vector [private]

Definition at line 13 of file KullbackLeiblerDistance.h.

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Member Function Documentation

template<unsigned int N>

virtual KullbackLeiblerDistance<N>* KullbackLeiblerDistance< N >::clone

(

void

)

const [inline, virtual]

Implements DistanceBetweenComponents< N >.

Definition at line 24 of file KullbackLeiblerDistance.h.

  {  
    return new KullbackLeiblerDistance<N>(*this);
  }

template<unsigned int N>

virtual double KullbackLeiblerDistance< N >::operator()	(	const SingleGaussianState< N > &	,
		const SingleGaussianState< N > &
	)		const [virtual]

Method which calculates the actual Kullback-Leibler distance.