cellbound.hpp File Reference

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Classes
struct	BoundTraits< CellBound< MetricType, ElemType > >
class	CellBound< MetricType, ElemType >
	The CellBound class describes a bound that consists of a number of hyperrectangles. More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::bound

Detailed Description

Author

Mikhail Lozhnikov

Definition of the CellBound class. The class describes a bound that consists of a number of hyperrectangles. These hyperrectangles do not overlap each other. The bound is limited by an outer hyperrectangle and two addresses, the lower address and the high address. Thus, the bound contains all points included between the lower and the high addresses.

The notion of addresses is described in the following paper.

@inproceedings{bayer1997,
  author = {Bayer, Rudolf},
  title = {The Universal B-Tree for Multidimensional Indexing: General
      Concepts},
  booktitle = {Proceedings of the International Conference on Worldwide
      Computing and Its Applications},
  series = {WWCA '97},
  year = {1997},
  isbn = {3-540-63343-X},
  pages = {198--209},
  numpages = {12},
  publisher = {Springer-Verlag},
  address = {London, UK, UK},
}

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file cellbound.hpp.