Towards a Final Analysis of Pairing Heaps

Author Seth Pettie



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Seth Pettie

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Seth Pettie. Towards a Final Analysis of Pairing Heaps. In Data Structures. Dagstuhl Seminar Proceedings, Volume 6091, pp. 1-10, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2006)
https://doi.org/10.4230/DagSemProc.06091.5

Abstract

Fredman, Sedgewick, Sleator, and Tarjan proposed the {em pairing heap} as a self-adjusting, streamlined version of the Fibonacci heap. It provably supports all priority queue operations in logarithmic time and is known to be extremely efficient in practice. However, despite its simplicity and empirical superiority, the pairing heap is one of the few popular data structures whose basic complexity remains open. In this paper we prove that pairing heaps support the deletemin operation in optimal logarithmic time and all other operations (insert, meld, and decreasekey) in time $O(2^{2sqrt{loglog n}})$. This result gives the {em first} sub-logarithmic time bound for decreasekey and comes close to the lower bound of $Omega(loglog n)$ established by Fredman. Pairing heaps have a well known but poorly understood relationship to splay trees and, to date, the transfer of ideas has flowed in one direction: from splaying to pairing. One contribution of this paper is a new analysis that reasons explicitly with information-theoretic measures. Whether these ideas could contribute to the analysis of splay trees is an open question.
Keywords
  • Data structure
  • heap
  • self-adjusting
  • amortized analysis

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