English

QuickSort: Improved right-tail asymptotics for the limiting distribution, and large deviations

Probability 2019-03-20 v1 Data Structures and Algorithms

Abstract

We substantially refine asymptotic logarithmic upper bounds produced by Svante Janson (2015) on the right tail of the limiting QuickSort distribution function FF and by Fill and Hung (2018) on the right tails of the corresponding density ff and of the absolute derivatives of ff of each order. For example, we establish an upper bound on log[1F(x)]\log[1 - F(x)] that matches conjectured asymptotics of Knessl and Szpankowski (1999) through terms of order (logx)2(\log x)^2; the corresponding order for the Janson (2015) bound is the lead order, xlogxx \log x. Using the refined asymptotic bounds on FF, we derive right-tail large deviation (LD) results for the distribution of the number of comparisons required by QuickSort that substantially sharpen the two-sided LD results of McDiarmid and Hayward (1996).

Keywords

Cite

@article{arxiv.1903.07775,
  title  = {QuickSort: Improved right-tail asymptotics for the limiting distribution, and large deviations},
  author = {James Allen Fill and Wei-Chun Hung},
  journal= {arXiv preprint arXiv:1903.07775},
  year   = {2019}
}

Comments

15 pages; submitted for publication in January, 2019

R2 v1 2026-06-23T08:12:17.884Z