A New Scale Free Evolving Network Model with community structure.pdf

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1、Proceedingsofthe2ndInternationalConferenceonComputerScienceandElectronicsEngineering(ICCSEE2013)ANewScaleFreeEvolvingNetworkModelwithCommunityStructureCAIJunLIUWaiXiSchoolofElectronicandInformationDepartmentofElectronicandInformationEngineeringGuangDongPolytechnicN

2、ormalUniversityGuangZhouUniversity,Guangzhou,P.R.ChinaGuangzhou,ChinaGuangzhou,Chinae-mail:gzhcaijun@gmail.come-mail:liuwaixi@gmail.comAbstract—Understandingandmodelingthestructureofabutamongwhichconnectionsaresparser.Therearemanycomplexnetworkcanleadtoabetterknowl

3、edgeofitsreal-worldnetworkswhichexhibitcommunitystructure,andevolutionarymechanisms,andtoabettercottoningonitscommunitystructureissupposedtoplayanimportroleindynamicandfunctionalbehavior.Thenodeswithinanetworkmanyrealnetworks,forexample:communitiesinsocialnotonlyte

4、ndtoconnectthenodeswithhighdegree(scale-freenetworkrepresentrealsocialgroupsbasedoninterestorproperty),andtendtoconnectwiththeirrelativelyclosebackground;communitiesinacitationnetworkmightdistancenodes(communitystructureproperty),andthehigh-representrelatedpaperson

5、asingletopic;communitiesondegreenodesareeasiertoconnectwiththeirrelativelyfarthewebmightmeanpagesonrelatedtopics;communitiesinnodescomparingwiththelow-degreenodesintheprocessofabiochemicalnetworkorneuronalsystemmightcorrespondnetworkevolution.Thisphenomenonhasbeenc

6、ommonlytofunctionalunitsofsometypes;communitiesinelectronicobservedfrommanyreal-worldnetworks,rangingfromsocialcircuitcanbeafunctionalunit;communitiesininformationtobiologicaleventotechnicalnetworks.Tomodelthiskindof[6]networkalsohasanimportantrole.However,thecurre

7、ntnetworks,thepresentletterproposesascalefreenetworkmodelwithcommunitystructure(SFC)tocaptureandresearchfocusingonthecommunitystructureishowtodescribetheiressentialtopologicalproperties.Numericaldesignalgorithmstoquicklyandaccuratelydetectsimulationsindicatethatthe

8、generatednetworkbasedonSFCcommunitystructureinstaticordynamiccomplexnetworks[7]modelhasscale-freeandcommunitystructureproperty.Under.thecontrolof