T_Cluster_engine_k_means_point_selector_minimax< PointType, VectorType, Distance > Class Template Reference

Select initial centers of mass by maximizing the min distance between centers of mass at each selection step
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#include <Cluster_engine_k_means_seed_selectors.hpp>

Attributes
std::random_device	m_rd
std::mt19937	m_rng

Constructors
	T_Cluster_engine_k_means_point_selector_minimax (void)
	T_Cluster_engine_k_means_point_selector_minimax (int generator)
	T_Cluster_engine_k_means_point_selector_minimax (const Self &other)
	T_Cluster_engine_k_means_point_selector_minimax (void)
	T_Cluster_engine_k_means_point_selector_minimax (int generator)
	T_Cluster_engine_k_means_point_selector_minimax (const Self &other)

Functor
template<class InputIterator , class OutputIterator >
OutputIterator	operator() (std::size_t k, InputIterator begin, InputIterator end, OutputIterator out)
template<class InputIterator , class OutputIterator >
OutputIterator	operator() (std::size_t k, InputIterator begin, InputIterator end, OutputIterator out)

Detailed Description

template<class PointType, class VectorType, class Distance>
class SBL::GT::T_Cluster_engine_k_means_point_selector_minimax< PointType, VectorType, Distance >

Select initial centers of mass by maximizing the min distance between centers of mass at each selection step

Select initial centers of mass by maximizing the min distance between centers of mass at each selection step

Template Parameters

PointType	Representation of a point.
VectorType	Representation of a vector.
Distance	Compute the distance between a point and a center of mass.