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Asymptotic distribution theory for Hoare's selection algorithm

Rudolf Grübel*, Uwe Rösler

*Corresponding author for this work

Research output: Contribution to journalArticleResearchpeer review

Abstract

We investigate the asymptotic behaviour of the distribution of the number of comparisons needed by a quicksort-style selection algorithm that finds the lth smallest in a set of n numbers. Letting n tend to infinity and considering the values l = 1,⋯,n simultaneously we obtain a limiting stochastic process. This process admits various interpretations: it arises in connection with a representation of real numbers induced by nested random partitions and also in connection with expected path lengths of a random walk in a random environment on a binary tree.

Original languageEnglish
Pages (from-to)252-269
Number of pages18
JournalAdvances in applied probability
Volume28
Issue number1
DOIs
Publication statusPublished - Mar 1996

Keywords

  • Asymptotic distribution
  • Order statistics
  • Random binary numbers
  • Random walk in a random environment
  • Stochastic algorithms

ASJC Scopus subject areas

  • Statistics and Probability
  • Applied Mathematics

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