markov chains and stochastic stability

markov chains and stochastic stability

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時(shí)間:2018-02-10

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1、ThispageintentionallyleftblankMARKOVCHAINSANDSTOCHASTICSTABILITYSecondEditionMeynandTweedieisback!ThebibleonMarkovchainsingeneralstatespaceshasbeenbroughtuptodatetore?ectdevelopmentsinthe?eldsince1996–manyofthemsparkedbypublicationofthe?rstedition.Thepursuitofmoreef?cien

2、tsimulationalgorithmsforcomplexMarkovianmodels,oralgorithmsforcomputationofoptimalpoliciesforcontrolledMarkovmodels,hasopenednewdirectionsforresearchonMarkovchains.Asaresult,newapplicationshaveemergedacrossawiderangeoftopicsincludingoptimiza-tion,statistics,andeconomics.

3、NewcommentaryandanepiloguebySeanMeynsummarizerecentdevelopments,andreferenceshavebeenfullyupdated.Thissecondeditionre?ectsthesamedisciplineandstylethatmarkedouttheoriginalandhelpedittobecomeaclassic:proofsarerigorousandconcise,therangeofapplicationsisbroadandknowledgeabl

4、e,andkeyideasareaccessibletopractitionerswithlimitedmathematicalbackground.“Thissecondeditionremainstruetotheremarkablestandardsofscholarshipestablishedbythe?rstedition...averywelcomeadditiontotheliterature.”PeterW.GlynnProloguetotheSecondEditionMARKOVCHAINSANDSTOCHASTIC

5、STABILITYSecondEditionSEANMEYNANDRICHARDL.TWEEDIECAMBRIDGEUNIVERSITYPRESSCambridge,NewYork,Melbourne,Madrid,CapeTown,Singapore,S?oPauloCambridgeUniversityPressTheEdinburghBuilding,CambridgeCB28RU,UKPublishedintheUnitedStatesofAmericabyCambridgeUniversityPress,NewYorkwww.

6、cambridge.orgInformationonthistitle:www.cambridge.org/9780521731829?S.MeynandR.L.Tweedie2009Thispublicationisincopyright.Subjecttostatutoryexceptionandtotheprovisionofrelevantcollectivelicensingagreements,noreproductionofanypartmaytakeplacewithoutthewrittenpermissionofCa

7、mbridgeUniversityPress.Firstpublishedinprintformat2009ISBN-13978-0-511-51671-9eBook(EBL)ISBN-13978-0-521-73182-9paperbackCambridgeUniversityPresshasnoresponsibilityforthepersistenceoraccuracyofurlsforexternalorthird-partyinternetwebsitesreferredtointhispublication,anddoe

8、snotguaranteethatanycontentonsuchwebsitesis,orwillremain,accurateorappropriate.ContentsAsterisks(*)mark

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