Applied Mathematics and Mechanics (English Edition) ›› 2003, Vol. 24 ›› Issue (3): 298-306.

• 论文 • 上一篇    下一篇

POISSON LIMIT THEOREM FOR COUNTABLE MARKOV CHAINS IN MARKOVIAN ENVIRONMENTS

方大凡1,2, 王汉兴2, 唐矛宁2   

  1. 1. Department of Mathematics, Yueyang Normal University, Yueyang, Hunan 414000, P. R. China;
    2. Department of Mathematics, Shanghai University, Shanghai 200436, P. R. China
  • 收稿日期:2001-07-19 修回日期:2002-12-10 出版日期:2003-03-18 发布日期:2003-03-18
  • 基金资助:
    the National Natural Science Foundation of China(19971072)

POISSON LIMIT THEOREM FOR COUNTABLE MARKOV CHAINS IN MARKOVIAN ENVIRONMENTS

FANG Da-fan1,2, WANG Han-xing2, TANG Mao-ning2   

  1. 1. Department of Mathematics, Yueyang Normal University, Yueyang, Hunan 414000, P. R. China;
    2. Department of Mathematics, Shanghai University, Shanghai 200436, P. R. China
  • Received:2001-07-19 Revised:2002-12-10 Online:2003-03-18 Published:2003-03-18
  • Supported by:
    the National Natural Science Foundation of China(19971072)

摘要: A countable Markov chain in a Markovian environment is considered.A Poisson limit theorem for the chain recurring to small cylindrical sets is mainly achieved.In order to prove this theorem,the entropy function h is introduced and the Shannon-McMillan-Breiman theorem for the Markov chain in a Markovian environment is shown. It’s well-known that a Markov process in a Markovian environment is generally not a standard Markov chain,so an example of Poisson approximation for a process which is not a Markov process is given.On the other hand,when the environmental process degenerates to a constant sequence,a Poisson limit theorem for countable Markov chains,which is the generalization of Pitskel’s result for finite Markov chains is obtained.

Abstract: A countable Markov chain in a Markovian environment is considered.A Poisson limit theorem for the chain recurring to small cylindrical sets is mainly achieved.In order to prove this theorem,the entropy function h is introduced and the Shannon-McMillan-Breiman theorem for the Markov chain in a Markovian environment is shown. It’s well-known that a Markov process in a Markovian environment is generally not a standard Markov chain,so an example of Poisson approximation for a process which is not a Markov process is given.On the other hand,when the environmental process degenerates to a constant sequence,a Poisson limit theorem for countable Markov chains,which is the generalization of Pitskel’s result for finite Markov chains is obtained.

中图分类号: 

APS Journals | CSTAM Journals | AMS Journals | EMS Journals | ASME Journals