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MPI-I-95-1-009

Radix heaps an efficient implementation for priority queues

Könemann, Jochen and Schmitz, Christoph and Schwarz, Christian

MPI-I-95-1-009. March 1995, 27 pages. | Status: available - back from printing | Next --> Entry | Previous <-- Entry

Abstract in LaTeX format:
We describe the implementation of a data structure called radix heap,
which is a priority queue with restricted functionality.
Its restrictions are observed by Dijkstra's algorithm, which uses
priority queues to solve the single source shortest path problem
in graphs with nonnegative edge costs.
For a graph with $n$ nodes and $m$ edges and real-valued edge costs,
the best known theoretical bound for the algorithm is $O(m+n\log n)$.
This bound is attained by using Fibonacci heaps to implement
priority queues.

If the edge costs are integers in the range $[0\ldots C]$, then using
our implementation of radix heaps for Dijkstra's algorithm
leads to a running time of $O(m+n\log C)$.
We compare our implementation of radix heaps with an existing implementation
of Fibonacci heaps in the framework of Dijkstra's algorithm. Our
experiments exhibit a tangible advantage for radix heaps over Fibonacci heaps
and confirm the positive influence of small edge costs on the running time.
Acknowledgement:
References to related material:

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Hide details for BibTeXBibTeX
@TECHREPORT{KoenemannSchmitzSchwarz95,
  AUTHOR = {K{\"o}nemann, Jochen and Schmitz, Christoph and Schwarz, Christian},
  TITLE = {Radix heaps an efficient implementation for priority queues},
  TYPE = {Research Report},
  INSTITUTION = {Max-Planck-Institut f{\"u}r Informatik},
  ADDRESS = {Im Stadtwald, D-66123 Saarbr{\"u}cken, Germany},
  NUMBER = {MPI-I-95-1-009},
  MONTH = {March},
  YEAR = {1995},
  ISSN = {0946-011X},
}