ballbound.hpp

Go to the documentation of this file.

#ifndef MLPACK_CORE_TREE_BALLBOUND_HPP
#define MLPACK_CORE_TREE_BALLBOUND_HPP

#include <mlpack/prereqs.hpp>
#include <mlpack/core/metrics/lmetric.hpp>
#include "bound_traits.hpp"

namespace mlpack {
namespace bound {

template<typename MetricType = metric::LMetric<2, true>,
         typename VecType = arma::vec>
class BallBound
{
 public:
  typedef typename VecType::elem_type ElemType;
  typedef VecType Vec;

 private:
  ElemType radius;
  VecType center;
  MetricType* metric;

  bool ownsMetric;

 public:

  BallBound();

  BallBound(const size_t dimension);

  BallBound(const ElemType radius, const VecType& center);

  BallBound(const BallBound& other);

  BallBound& operator=(const BallBound& other);

  BallBound(BallBound&& other);

  ~BallBound();

  ElemType Radius() const { return radius; }
  ElemType& Radius() { return radius; }

  const VecType& Center() const { return center; }
  VecType& Center() { return center; }

  size_t Dim() const { return center.n_elem; }

  ElemType MinWidth() const { return radius * 2.0; }

  math::RangeType<ElemType> operator[](const size_t i) const;

  bool Contains(const VecType& point) const;

  void Center(VecType& center) const { center = this->center; }

  template<typename OtherVecType>
  ElemType MinDistance(
      const OtherVecType& point,
      typename std::enable_if_t<IsVector<OtherVecType>::value>* = 0) const;

  ElemType MinDistance(const BallBound& other) const;

  template<typename OtherVecType>
  ElemType MaxDistance(
      const OtherVecType& point,
      typename std::enable_if_t<IsVector<OtherVecType>::value>* = 0) const;

  ElemType MaxDistance(const BallBound& other) const;

  template<typename OtherVecType>
  math::RangeType<ElemType> RangeDistance(
      const OtherVecType& other,
      typename std::enable_if_t<IsVector<OtherVecType>::value>* = 0) const;

  math::RangeType<ElemType> RangeDistance(const BallBound& other) const;

  const BallBound& operator|=(const BallBound& other);

  template<typename MatType>
  const BallBound& operator|=(const MatType& data);

  ElemType Diameter() const { return 2 * radius; }

  const MetricType& Metric() const { return *metric; }
  MetricType& Metric() { return *metric; }

  template<typename Archive>
  void Serialize(Archive& ar, const unsigned int version);
};

template<typename MetricType, typename VecType>
struct BoundTraits<BallBound<MetricType, VecType>>
{
  const static bool HasTightBounds = false;
};

} // namespace bound
} // namespace mlpack

#include "ballbound_impl.hpp"

#endif // MLPACK_CORE_TREE_DBALLBOUND_HPP