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Approximating the Girth

Published: 01 March 2013 Publication History

Abstract

This article considers the problem of computing a minimum weight cycle in weighted undirected graphs. Given a weighted undirected graph G = (V,E,w), let C be a minimum weight cycle of G, let w(C) be the weight of C, and let wmax(C) be the weight of the maximum edge of C. We obtain three new approximation algorithms for the minimum weight cycle problem: (1) for integral weights from the range [1,M], an algorithm that reports a cycle of weight at most 4 3w(C) in O(n2 log n(log n + log M)) time; (2) For integral weights from the range [1,M], an algorithm that reports a cycle of weight at most w(C) + wmax(C) in O(n2 log n(log n + log M)) time; (3) For nonnegative real edge weights, an algorithm that for any ε > 0 reports a cycle of weight at most (4 3 + ε)w(C) in O(1 ε n2 log n(log log n)) time.
In a recent breakthrough, Williams and Williams [2010] showed that a subcubic algorithm, that computes the exact minimum weight cycle in undirected graphs with integral weights from the range [1,M], implies a subcubic algorithm for computing all-pairs shortest paths in directed graphs with integral weights from the range [−M,M]. This implies that in order to get a subcubic algorithm for computing a minimum weight cycle, we have to relax the problem and to consider an approximated solution. Lingas and Lundell [2009] were the first to consider approximation in the context of minimum weight cycle in weighted graphs. They presented a 2-approximation algorithm for integral weights with O(n2 log n(log n + log M)) running time. They also posed, as an open problem, the question whether it is possible to obtain a subcubic algorithm with a c-approximation, where c < 2. The current article answers this question in the affirmative, by presenting an algorithm with 4/3-approximation and the same running time. Surprisingly, the approximation factor of 4/3 is not accidental. We show, using the new result of Williams and Williams [2010], that a subcubic combinatorial algorithm with (4/3 − ε)-approximation, where 0 < ε ≤ 1/3, implies a subcubic combinatorial algorithm for multiplying two boolean matrices.

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Cited By

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  • (2025)New bounds for the number of lightest cycles in undirected graphsInformation Processing Letters10.1016/j.ipl.2024.106555189(106555)Online publication date: Mar-2025
  • (2021)Faster Approximation Algorithms for Computing Shortest Cycles on Weighted GraphsSIAM Journal on Discrete Mathematics10.1137/20M133041535:2(953-969)Online publication date: 10-May-2021
  • (2021)A nearly optimal distributed algorithm for computing the weighted girthScience China Information Sciences10.1007/s11432-020-2931-x64:11Online publication date: 14-May-2021
  • Show More Cited By

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Published In

cover image ACM Transactions on Algorithms
ACM Transactions on Algorithms  Volume 9, Issue 2
March 2013
89 pages
ISSN:1549-6325
EISSN:1549-6333
DOI:10.1145/2438645
Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 March 2013
Accepted: 01 December 2011
Revised: 01 December 2011
Received: 01 February 2011
Published in TALG Volume 9, Issue 2

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Author Tags

  1. Approximation
  2. girth
  3. graphs
  4. minimum weight cycle

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Cited By

View all
  • (2025)New bounds for the number of lightest cycles in undirected graphsInformation Processing Letters10.1016/j.ipl.2024.106555189(106555)Online publication date: Mar-2025
  • (2021)Faster Approximation Algorithms for Computing Shortest Cycles on Weighted GraphsSIAM Journal on Discrete Mathematics10.1137/20M133041535:2(953-969)Online publication date: 10-May-2021
  • (2021)A nearly optimal distributed algorithm for computing the weighted girthScience China Information Sciences10.1007/s11432-020-2931-x64:11Online publication date: 14-May-2021
  • (2017)Minimum Cuts and Shortest Cycles in Directed Planar Graphs via Noncrossing Shortest PathsSIAM Journal on Discrete Mathematics10.1137/16M105715231:1(454-476)Online publication date: Jan-2017
  • (2016)Dynamic Approximate All-Pairs Shortest Paths: Breaking the $O(mn)$ Barrier and DerandomizationSIAM Journal on Computing10.1137/14095729945:3(947-1006)Online publication date: Jan-2016
  • (2015)Unifying and Strengthening Hardness for Dynamic Problems via the Online Matrix-Vector Multiplication ConjectureProceedings of the forty-seventh annual ACM symposium on Theory of Computing10.1145/2746539.2746609(21-30)Online publication date: 14-Jun-2015
  • (2013)Dynamic Approximate All-Pairs Shortest PathsProceedings of the 2013 IEEE 54th Annual Symposium on Foundations of Computer Science10.1109/FOCS.2013.64(538-547)Online publication date: 26-Oct-2013

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