on socially-inspired cooperative and efficient overlay network evolution based on group selection pattern

on socially-inspired cooperative and efficient overlay network evolution based on group selection pattern

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时间:2018-02-10

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1、OnSocially-InspiredCooperativeandEfficientOverlayNetworkEvolutionbasedonGroupSelectionPattern1,32,3YufengWangAkihiroNakao12NanjingUniversityofPostsandTelecomm.,ChinaUniversityofTokyo,Japan33NationalInstituteofInformationandNationalInstituteofInformationandCommunica

2、tionsTechnology(NICT),JapanCommunicationsTechnology(NICT),Japanwfwang@nict.go.jpnakao@iii.u-tokyo.ac.jpABSTRACTtool,BitTorrent[3].However,selfishbehaviorinoverlayInoverlaynetworks,interplaybetweennetworkstructureandnetworkshasnumerousimportantimplicationsevenbeyond

3、thedynamicsremainslargelyunexplored.Inthispaper,westudypeer’sunwillingnesstocontributebandwidthormemory.Fordynamicco-evolutionbetweenindividualstrategies(cooperativeexample,inunstructuredP2Psystems,apeercanselecttowhichordefect)andoverlaynetworkstructures.Inspiredb

4、yandtohowmanyotherpeersinthenetworkitwantstoconnect.evolutionarygametheory,weproposeageneralschemetoevolveOntheotherhand,recently,variousnetworkformationandagivenoverlayintotheresultingtopology,whichhashighglobalgrowthmodelsareproposed[1].But,mostofthoseexistingnet

5、workefficiencyandaverageclusteringcoefficientthatindicateapproachesabovearebasedongrowthrulesthatdependonthehighsmall-world-ness.Inourscheme,peers’localinteractionsinstantaneousandfulltopologicalpropertiesofthenetwork,andintegratenetworkreciprocityandgroupselection

6、algorithm,andneglecttheco-evolutionbetweennetworkstructureandindividualleadtotheemergenceofcooperativeandefficientoverlayrationalbehaviors.networkstructure.Specifically,wedesignalink-formationgameIncreasingly,withinbiologicalandsocialscience,modelingtocharacterizet

7、hesocialdilemmaofforminglinksinoverlaybehaviorsisexpressedintheformofevolutionaryalgorithms.network,whichmeansthat,inthisgame,defectionalwaysgivesThatis,individualentitiessuchascells,animalsorhumanagentsindividualpeersahigherpayoffregardlessofwhatopponent’sarerepre

8、sentedasinteracting,mutableandreproducingentitiesstrategyis,but,theaggregationofpayoffsbymutualcooperativewhicharemodeledcomputationally.Suchmode

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