An approximation algorithm for max k-uncut with capacity constraints

An approximation algorithm for max k-uncut with capacity constraints

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时间:2019-07-14

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1、NIIShonanMeetingReportNo.2011-1GraphAlgorithmandCombinatorialOptimizationSatoruIwataKen-ichiKawarabayashiFebruary13{18,2011NationalInstituteofInformatics2-1-2Hitotsubashi,Chiyoda-Ku,Tokyo,JapanGraphAlgorithmandCombinatorialOptimizationOrganizers:SatoruIwata(RIMS,Kyo

2、toUniversity)Ken-ichiKawarabayashi(NII)February13{18,2011Structuresthatcanberepresentedasgraphsareubiquitous,andmanyprac-ticalproblemscanberepresentedbygraphs.ThelinkstructureofawebinIn-ternetcouldberepresentedbyadirectedgraph:theverticesarethewebpagesavailableatthe

3、websiteandadirectededgefrompageAtopageBexistsifandonlyifAcontainsalinktoB.Agraphstructurecanbeextendedbyassigningaweighttoeachedgeofthegraph.Networkshavealsomanyusesinthepracticalsideofgraphtheory,networkanalysis(forexample,tomodelandanalyzetrafficnetworks).Withinnetw

4、orkanalysis,thede nitionofthetermetwork"varies,andmayoftenrefertoasimplegraph.Asimilarapproachcanbetakentoproblemsintravel,biology,computerchipdesign,andmanyother elds.Developmentofalgorithmstohandlegraphsisthereforeofmajorinterestincomputerscience.Theseapplicatio

5、nsofgraphsoftengivesrisetooptimization.Basicoptimiza-tionproblemsongraphs,includingtheshortestpath,maximum ow,minimumspanningtreeproblemsallowefficientexactalgorithms.Thealgorithmicdevel-opmentsoftheseproblemshaveledtothetheoryofcombinatorialoptimization,combinedwithp

6、olyhedralcombinatorics,matroidsandsubmodularfunctions.Ontheotherhand,mostpracticaloptimizationproblemongraphssuchasthetravelingsalesman,stableset,maximumcutproblemsareNP-hard.Ap-proximationalgorithmsfortheseNP-hardcombinatorialoptimizationproblemshavebeeninvestigate

7、dextensivelyforacoupleofdecades.Designofapproxi-mationalgorithmsoftenrequiresdeepinsightsfromstructuralgraphtheoryandpolyhedralcombinatorics.Thepurposeofthisworkshopistobringexpertsingraphalgorithmandcombinatorialoptimizationtoshareideas,andtostimulatejointprojects.

8、1OverviewofTalksPropertiesofsparsegraphsZdenekDvorak,CharlesUniversity,PragueMyresearchconcernsmainlypropertiesofsparsegraphs,especiall

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