# Snip!t from collection of Alan Dix

see all channels for Alan Dix

Snip summary k-d tree (data structure) Definition: A multidimensional search tree for points in ... See also binary search tree, adaptive k-d tree, point ac ... Note: After [GG98]. Robert Keith Oswald (rko9h@virginia. ... k-d tree http://www.nist.gov/dads/HTML/kdtree.html

Categories

 /Channels/algorithms

# k-d tree

(data structure)

Definition: A multidimensional search tree for points in k dimensional space. Levels of the tree are split along successive dimensions at the points.

Note: After [GG98]. Robert Keith Oswald (rko9h@virginia.edu) explains, In a traditional binary search tree, records are defined by only one key. In a k-d tree, records are defined by k keys. Like a traditional binary search trees, records are inserted and returned using < and ≥. However, the key that determines the subtree to use (i.e. left or right) varies with the level in the tree. At level L, key number L mod k + 1 is used, where the root is at level 0. Therefore, the first key is used at the root, the second key at level 1, and so on until all keys have been used. The keys are used again beginning at level k.

HTML

k-d tree

(data structure)

Definition: A multidimensional search tree for points in k dimensional space. Levels of the tree are split along successive dimensions at the points.

See also binary search tree, adaptive k-d tree, point access method.

Note: After [GG98]. Robert Keith Oswald (rko9h@virginia.edu) explains, In a traditional binary search tree, records are defined by only one key. In a k-d tree, records are defined by k keys. Like a traditional binary search trees, records are inserted and returned using < and ≥. However, the key that determines the subtree to use (i.e. left or right) varies with the level in the tree. At level L, key number L mod k + 1 is used, where the root is at level 0. Therefore, the first key is used at the root, the second key at level 1, and so on until all keys have been used. The keys are used again beginning at level k.