T_Cluster_engine_k_means_com_Sd< VectorType, CenterOfMassInitializer > Class Template Reference

Representation of a center of mass in k-means algorithm. More...

#include <Cluster_engine_k_means_center_of_mass.hpp>

Constructors
	T_Cluster_engine_k_means_com_Sd (unsigned d)
	Initialize the center of mass at the origin in a D-dimensional space.
	T_Cluster_engine_k_means_com_Sd (const Point &p)
	Initialize the center of mass from a unique point.

Detailed Description

template<class VectorType, class CenterOfMassInitializer>
class SBL::GT::T_Cluster_engine_k_means_com_Sd< VectorType, CenterOfMassInitializer >

Representation of a center of mass in k-means algorithm.

Representation of a center of mass for k-means on the unit sphere S^d.

The representation used for a center on the unit sphere S^d. must provide a += operation since we accumulate points on a center. Also expected is a functor to initialize the center of mass on the unit sphere–an operation depending on the type used.

Template Parameters

PointType	Representation of a point.
VectorType	Representation of a vector.

Constructor & Destructor Documentation

T_Cluster_engine_k_means_com_Sd() [1/2]

template<class VectorType, class CenterOfMassInitializer>

T_Cluster_engine_k_means_com_Sd ( unsigned d )

inline

Initialize the center of mass at the origin in a D-dimensional space.

T_Cluster_engine_k_means_com_Sd() [2/2]

template<class VectorType, class CenterOfMassInitializer>

T_Cluster_engine_k_means_com_Sd ( const Point & p )

inline

Initialize the center of mass from a unique point.