Maximal Coupling Procedure and Stability of Continuous-Time Markov Chains

Mokaedi V. Lekgari
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Abstract

In this study we first investigate the stability of subsampled discrete Markov chains through the use of the maximal coupling procedure. This is an extension of the available results on Markov chains and is realized through the analysis of the subsampled chain , where is an increasing sequence of random stopping times. Then the similar results are realized for the stability of countable-state Continuous-time Markov processes by employing the skeleton-chain method.
连续时间马尔可夫链的极大耦合过程与稳定性
在本研究中,我们首先利用极大耦合过程研究了下抽样离散马尔可夫链的稳定性。这是对马尔可夫链上已有结果的扩展,并通过分析下采样链来实现,其中是随机停止时间的递增序列。然后利用骨架链方法对可数态连续马尔可夫过程的稳定性也得到了类似的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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