期刊文献+

Strong Law of Large Numbers and Asymptotic Equipartition Probability for Nonsymmetric Markov Chain Indexed by Cayley Tree 被引量:2

Strong Law of Large Numbers and Asymptotic Equipartition Probability for Nonsymmetric Markov Chain Indexed by Cayley Tree
下载PDF
导出
摘要 In this paper,we study the strong law of large numbers for the frequencies of occurrence of states and ordered couples of states for nonsymmetric Markov chain(NSMC) indexed by Cayley tree with any finite states.The asymptotic equipartition properties with almost everywhere(a.e.) convergence for NSMC indexed by Cayley tree are obtained.This article generalizes a recent result. In this paper,we study the strong law of large numbers for the frequencies of occurrence of states and ordered couples of states for nonsymmetric Markov chain(NSMC) indexed by Cayley tree with any finite states.The asymptotic equipartition properties with almost everywhere(a.e.) convergence for NSMC indexed by Cayley tree are obtained.This article generalizes a recent result.
出处 《Journal of Mathematical Research and Exposition》 CSCD 2010年第6期976-984,共9页 数学研究与评论(英文版)
基金 Supported by the National Natural Science Foundation of China (Grant No.10571076)
关键词 strong law of large numbers nonsymmetric Markov chain Cayley tree asymptotic equipartition property. strong law of large numbers nonsymmetric Markov chain Cayley tree asymptotic equipartition property.
  • 相关文献

参考文献2

二级参考文献26

  • 1Berger T, Ye Z X. Entropic aspects of random fields on trees. IEEE Trans Inform Theory, 1990, 36: 1006-1018
  • 2Ye Z X, Berger T. Information Measures for Discrete Random Fields. Beijing: Science Press, 1998
  • 3Spitzer F. Markov random fields on an infinite tree. Ann Probab, 1975, 3: 387-398
  • 4Benjamini I, Peres Y. Markov chains indexed by trees. Ann Probab, 1994, 22: 219-243
  • 5Liu W, Yang W G. Some limit theorems for Markov chains fields on tree. Probab Eng Inform Sc, 2004, 3 : 411-422
  • 6Pemantle R. Antomorphism invariant measure on trees. Ann Probab, 1992, 18: 829-839
  • 7Ye Z X, Berger T. Ergodic, regularty and asymptotic equipartition property of random fields on trees. J Combin Inform & Syst Sci, 1996, 21: 157-184
  • 8Yang W G, Liu W. Strong law of large numbers and Shannon-McMillan theorem for Markov chain fields on trees. IEEE Trans Inform Theory, 2002, 48: 277-285
  • 9Liu W, Yang W G. An extension of Shannon-McMillan theorem and some limit properties for nonhomogeneous Markov chains. Stochastic Processes Appl, 1996, 61: 129-146
  • 10Shannon C. A mathematical theory of communication. Bell System Tech J, 1948, 27: 379-423, 623-656

共引文献22

同被引文献6

引证文献2

二级引证文献11

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部