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CORR
2011
Springer

The total path length of split trees

12 years 11 months ago
The total path length of split trees
We consider the model of random trees introduced by Devroye [SIAM J Comput 28, 409– 432, 1998]. The model encompasses many important randomized algorithms and data structures. The pieces of data (items) are stored in a randomized fashion in the nodes of a tree. The total path length (sum of depths of the items) is a natural measure of the efficiency of the algorithm/data structure. Using renewal theory, we prove convergence in distribution of the total path length towards a distribution characterized uniquely by a fixed point equation. Our result covers, using a unified approach, many data structures such as binary search trees, m-ary search trees, quad trees, median-of-(2k + 1) trees, and simplex trees.
Nicolas Broutin, Cecilia Holmgren
Added 28 May 2011
Updated 28 May 2011
Type Journal
Year 2011
Where CORR
Authors Nicolas Broutin, Cecilia Holmgren
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