Discrete Mathematics & Theoretical Computer Science
Volume 3 n° 2 (1999), pp. 43-64
author: | Charles Knessl and Wojciech Szpankowski |
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title: | Quicksort algorithm again revisited |
keywords: | Algorithms, Analysis of algorithms, Asymptotic analysis, Binary search tree, Quicksort, Sorting |
abstract: | We consider the standard Quicksort algorithm that sorts n distinct keys with all possible n! orderings of keys being equally likely. Equivalently, we analyze the total path length L(n) in a randomly built binary search tree. Obtaining the limiting distribution of L(n) is still an outstanding open problem. In this paper, we establish an integral equation for the probability density of the number of comparisons L(n). Then, we investigate the large deviations of L(n). We shall show that the left tail of the limiting distribution is much ``thinner'' (i.e., double exponential) than the right tail (which is only exponential). Our results contain some constants that must be determined numerically. We use formal asymptotic methods of applied mathematics such as the WKB method and matched asymptotics. |
reference: | Charles Knessl and Wojciech Szpankowski (1999), Quicksort algorithm again revisited, Discrete Mathematics and Theoretical Computer Science 3, pp. 43-64 |
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Automatically produced on Mon Mar 15 10:32:08 MET 1999 by gustedt