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Author Frieder, Asaf ♦ Roditty, Liam
Source ACM Digital Library
Content type Text
Publisher Association for Computing Machinery (ACM)
File Format PDF
Copyright Year ©2015
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Computer programming, programs & data
Subject Keyword k shortest paths ♦ Heuristic ♦ Path approximation ♦ Second path
Abstract We have conducted an extensive experimental study on approximation algorithms for computing $\textit{k}$ shortest simple paths in weighted directed graphs. Very recently, Bernstein [2010] presented an algorithm that computes a 1 + ϵ approximated $\textit{k}$ shortest simple path in $O(ϵ^{-1}k(m$ + $\textit{n}$ $\textit{log}$ $\textit{n})$ $log^{2}$ $\textit{n})$ time. We have implemented Bernstein’s algorithm and tested it on synthetic inputs and real-world graphs (road maps). Our results reveal that Bernstein’s algorithm has a practical value in many scenarios. Moreover, it produces in most of the cases exact paths rather than approximated. We also present a new variant for Bernstein’s algorithm. We prove that our new variant has the same upper bounds for the running time and approximation as Bernstein’s original algorithm. We have implemented and tested this variant as well. Our testing shows that this variant, which is based on a simple theoretical observation, is better than Bernstein’s algorithm in practice.
ISSN 10846654
Age Range 18 to 22 years ♦ above 22 year
Educational Use Research
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2015-04-03
Publisher Place New York
e-ISSN 10846654
Journal Journal of Experimental Algorithmics (JEA)
Volume Number 19
Page Count 15
Starting Page 1
Ending Page 15

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Source: ACM Digital Library