An introduction to the analysis of algorithms
An introduction to the analysis of algorithms
Phase Changes in Subtree Varieties in Random Recursive and Binary Search Trees
SIAM Journal on Discrete Mathematics
Combinatorics, Probability and Computing
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For random trees T generated by the binary search tree algorithm from uniformly distributed input we consider the subtree size profile, which maps k ∈ ℕ to the number of nodes in T that root a subtree of size k. Complementing earlier work by Devroye, by Feng, Mahmoud and Panholzer, and by Fuchs, we obtain results for the range of small k-values and the range of k-values proportional to the size n of T. In both cases emphasis is on the process view, i.e., the joint distributions for several k-values. We also show that the dynamics of the tree sequence lead to a qualitative difference between the asymptotic behaviour of the lower and the upper end of the profile.