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The cover tree is a type of data structure in computer science that is specifically designed to facilitate the speed-up of a nearest neighbor search. It is a refinement of the Navigating Net data structure, and related to a variety of other data structures developed for indexing intrinsically low-dimensional data. * Nesting: * Covering: For every point , there exists a point such that the distance from to is less than or equal to and exactly one such is a parent of . * Separation: For all points , the distance from to is greater than .

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  • Cover tree (en)
  • Дерево покрытий (ru)
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  • The cover tree is a type of data structure in computer science that is specifically designed to facilitate the speed-up of a nearest neighbor search. It is a refinement of the Navigating Net data structure, and related to a variety of other data structures developed for indexing intrinsically low-dimensional data. * Nesting: * Covering: For every point , there exists a point such that the distance from to is less than or equal to and exactly one such is a parent of . * Separation: For all points , the distance from to is greater than . (en)
  • Дерево покрытий (англ. Cover tree) — древовидная структура данных (дерево), специально разработанная для ускорения поиска ближайшего соседа. Дерево можно рассматривать как иерархию, верхний уровень которой содержит корневую точку, а нижний - все точки в метрическом пространстве. Каждому уровню соответствует целое число , которое уменьшается на единицу в каждом нижнем уровне. Каждый уровень в дереве покрытий имеет три важных свойства: (ru)
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  • The cover tree is a type of data structure in computer science that is specifically designed to facilitate the speed-up of a nearest neighbor search. It is a refinement of the Navigating Net data structure, and related to a variety of other data structures developed for indexing intrinsically low-dimensional data. The tree can be thought of as a hierarchy of levels with the top level containing the root point and the bottom level containing every point in the metric space. Each level C is associated with an integer value i that decrements by one as the tree is descended. Each level C in the cover tree has three important properties: * Nesting: * Covering: For every point , there exists a point such that the distance from to is less than or equal to and exactly one such is a parent of . * Separation: For all points , the distance from to is greater than . (en)
  • Дерево покрытий (англ. Cover tree) — древовидная структура данных (дерево), специально разработанная для ускорения поиска ближайшего соседа. Дерево можно рассматривать как иерархию, верхний уровень которой содержит корневую точку, а нижний - все точки в метрическом пространстве. Каждому уровню соответствует целое число , которое уменьшается на единицу в каждом нижнем уровне. Каждый уровень в дереве покрытий имеет три важных свойства: * Вложенность: * Покрытие: Для каждой точки существует точка такая, что расстояние от до меньше или равно, чем и ровно одна такая точка является предком точки . * Разделение: Для всех точек расстояние от до больше или равно, чем . (ru)
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