马尔可夫跳过程的弱收敛

WEAK CONVERGENCE OF MARKOV JUMP PROCESSES

  • 摘要: 本文通过马尔可夫跳过程的嵌入链的收敛性表征马尔可夫跳过程的弱收敛。特别,得到了用无穷小特征表征的时齐马尔可夫跳过程的收敛定理及时齐马尔可夫跳过程的离散逼近。

     

    Abstract: Weak convergence of Markov jump processes is characterized by the convergence of their imbedded chains. Especially, convergence theorem of homogeneous Markov jump processes is characterized by their infinitesimal characteristics and discrete approximation of homogeneous Markov jump processes are obtained. Since weak convergence of stochastic sequences needs only the convergence of finite-dimensional distributions, we don’t use general results on convergence of stochastic processes or Markov processes. The discussion is direct and elementary.

     

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