Dynamical Processes on Complex Networks .pdf

Dynamical Processes on Complex Networks .pdf

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时间:2019-03-10

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1、ThispageintentionallyleftblankDYNAMICALPROCESSESONCOMPLEXNETWORKSTheavailabilityoflargedatasetshasallowedresearcherstouncovercomplexpropertiessuchaslarge-scaleßuctuationsandheterogeneitiesinmanynetworks,leadingtothebreakdownofstandardtheoreticalframeworksa

2、ndmodels.Untilrecentlythesesystemswereconsideredashaphazardsetsofpointsandconnec-tions.Recentadvanceshavegeneratedavigorousresearcheffortinunderstandingtheeffectofcomplexconnectivitypatternsondynamicalphenomena.Thisbookpresentsacomprehensiveaccountofthesee

3、ffects.Avastnumberofsystems,fromthebraintoecosystems,powergridsandtheInternet,canberepresentedaslargecomplexnetworks.Thisbookwillinterestgraduatestudentsandresearchersinmanydisciplines,fromphysicsandstatis-ticalmechanics,tomathematicalbiologyandinformation

4、science.Itsmodularapproachallowsreaderstoreadilyaccessthesectionsofmostinteresttothem,andcomplicatedmathsisavoidedsothetextcanbeeasilyfollowedbynon-expertsinthesubject.ALAINBARRATisSeniorResearcherattheLaboratoiredePhysiqueTheorique«(CNRSandUniversitedePar

5、is-Sud,France),andtheComplexNetworksLagrange«LaboratoryattheInstituteforScientiÞcInterchangeinTurin,Italy.HisresearchinterestsareintheÞeldofout-of-equilibriumstatisticalmechanics.MARCBARTHELEMY«isSeniorResearcherattheDepartementdePhysique«TheoriqueetAppliq

6、u«eeattheCommissariat«alÕ`EnergieAtomique(CEA),«France.Hisresearchinterestsareintheapplicationofstatisticalphysicstocom-plexsystems.ALESSANDROVESPIGNANIisProfessorofInformaticsandAdjunctProfessorofPhysicsandStatisticsatIndianaUniversity,USA,andDirectorofth

7、eComplexNetworksLagrangeLaboratoryattheInstituteforScientiÞcInterchangeinTurin,Italy.Hisresearchinterestsareinthetheoreticalandcomputationalmodelingofcomplexsystemsandnetworks.DYNAMICALPROCESSESONCOMPLEXNETWORKSALAINBARRATLaboratoiredePhysiqueTheorique,Uni

8、versit´edeParis-Sud,France´CentreNationaldelaRechercheScientifique,FranceComplexNetworksLagrangeLaboratory,ISIFoundation,ItalyMARCBARTHELEMY«CommissariatalEnergieAtomiqueD`epartementdePhysique´TheoriqueetAppli

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