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Recurrence and invariant measure of Markov chains in double-infinite random environments 被引量:18

Recurrence and invariant measure of Markov chains in double-infinite random environments
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摘要 The concepts of π-irreduciblity, recurrence and transience are introduced into the research field of Markov chains in random environments.That a π-irreducible chain must be either recurrent or transient is proved, a criterion is shown for recurrent Markov chains in double-infinite random environments, the existence of invariant measure of π-irreducible chains in double-infinite environments is discussed,and then Orey's open-questions are partially answered. The concepts of π -irreduciblity, recurrence and transience are introduced into the research field of Markov chains in random environments. That a π -irreducible chain must be either recurrent or transient is proved, a criterion is shown for recurrent Markov chains in double-infinite random environments, the existence of invariant measure of π -irreducible chains in double-infinite environments is discussed, and then Orey’s open-questions are partially answered.
作者 李应求
出处 《Science China Mathematics》 SCIE 2001年第10期1294-1299,共6页 中国科学:数学(英文版)
基金 the Natural Science Foundation of Hunan Province (Grant No. 99JJY2001) Hunan Provincial Foundation for Young and Middleaged People (Grant No. 00JJEY2141) .
关键词 double-infinite environment Markov chain RECURRENCE TRANSIENCE irreduciblity invariant measure 双 infinite 环境;Markov 链;复发;顷刻;irreduciblity;不变的措施;
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参考文献5

  • 1李应求.关于马氏环境中马氏链的几点注记[J].数学进展,1999,28(4):358-360. 被引量:34
  • 2Robert Cogburn.The ergodic theory of Markov chains in random environments[J].Zeitschrift für Wahrscheinlichkeitstheorie und Verwandte Gebiete.1984(1)
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  • 4Cogburn,R.The ergodic theory of Markov chains in random environments[].Zahnarztliche Welt.1984
  • 5Orey S.Markov chains with stochastically stationary transition probabilities[].The Annals of Probability.1991

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