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Cycle Bases in Graphs

Tomasz Jurkiewicz
Fachrichtung Informatik - Saarbrücken
PhD Application Talk

IMPRS Master Student
AG 1, AG 3, AG 4, AG 5, SWS, RG1, MMCI  
Public Audience
English

Date, Time and Location

Tuesday, 14 July 2009
09:00
240 Minutes
E1 4
024
Saarbrücken

Abstract

Cycles in graphs play an important role in many applications, e.g., analysis of electrical networks, analysis of chemical and biological   pathways, periodic scheduling, and graph drawing, see [KLM+09,   Section 7]. Cycle bases are a compact description of the set of all   cycles of a graph and cycle bases consisting of short cycles or, in weighted graphs, of small weight cycles are to be preferred. This thesis   presents results in two areas.

  The first part concentrates on new structural results which might help to decide if the minimum weight cycle basis problem (MCB) for   integral and totally unimodular bases is in P or is NP-complete. A new potentially useful class of double cover bases is also presented. The   main reason for research in this area is the fact that known algorithms   for finding MCBs in general graphs return bases with rather poor   theoretical properties.

  In the second part we present an algorithm for computing general   minimum weight cycle bases in time O(Eω) for general graphs; here V   and E denote the number of nodes and edges, respectively, and ω is the exponent of the fastest matrix multiplication algorithm. Our algorithm is the first to run faster than Õ(E2V). A key ingredient to our improved running time is the insight that the search for the minimum basis can be restricted to a set of candidate cycles of total length O(V E).

Contact

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Stephanie Jörg, 07/08/2009 12:48 -- Created document.