1、江蘇大學碩士學位論文樹指標隨機過程的若干極限定理姓名:王華山申請學位級別:碩士專業(yè):概率論與數(shù)理統(tǒng)計指導教師:楊衛(wèi)國20100601江蘇大學碩士學位論文ABSTRACTMarkovchainisamathematicmodeldescribingpracticalproblemsItisalsoaspecialrandomprocessMarkovchaintheoryinscientificresearch,developproduc
2、tionimprovetechnology,socialservices,andotherareashasbecomeapowerfulmathematicaltoolwidelyusedinphysics,chemistry,computers,communications,stochasticserviceandmanyotherspheres,andhasmadeaveryfruitfulresultsWiththedevelop
3、mentoftheinformationtheorythetreemodelhasdrawnincreasinginterestfromspecialinphysics,probabilityandinformationtheoryRandomfieldsontreesistherandomprocessbeextendedtothecaseofthetreeindex,andMarkovchainfieldsindexedbytree
4、sisaspecialrandomfieldsontreesInrecentyears,ProfessorLiuWenandProfessorYangWeiguoandtheirassociatesdomuchworkinstudyingMarkovchainsontreesandobtainfruitfulresultsThemainpu印oseofthisthesisistostudyalimitpropertyofthegeome
5、tricaverageofrandomtransitionprobabilityforanonhomogenousMarkovchainsindexedbyatreeandastrongdeviationtheoremfornonsymmetricMarkovchainfieldsonatreeThisthesisincludesfivechaptersInchapter1andchapter2,wegiveanintroduction
6、ofthebasisnotionsmainresultsandapproachesusedinthepaperChapter3andchapter4alethemainresultsChapter5istheendInchapter3,wemainlyresearchalimitpropertyofthegeometricaverageofrandomtransitionprobabilityforanonhomogenonsMarko
7、vchainsindexedbyatreeByintroducedthenotionoflog—likelyhoodrationofstochasticsequences,weobtainalimitpropertyofthegeometricaverageofrandomtransitionprobabilityforanonhomogenousMarkovchainsindexedbyatreeThisresultisanexten
8、sionofthelimitpropertyofthegeometricaverageofrandomtransitionprobabilityforanonhomogenousMarkovchainsInchapter4,wemainlyresearchastrongdeviationtheoremfornonsymmetricMarkovchainfieldsonatreeByusingthedefinitionofnonsymme