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A geometric convergence formula for the level-increment-truncation approximation of M/G/1-type Markov chains

Probability 2022-09-02 v1

Abstract

This paper considers an approximation usually used when implementing Ramaswami's recursion for the stationary distribution of the M/G/1-type Markov chain. The approximation is called the level-increment-truncation approximation because it truncates level increment at a given threshold. The main contribution of this paper is to present a geometric convergence formula of the level-wise difference between the respective stationary distributions of the original M/G/1-type Markov chain and its LI truncation approximation under the assumption that the level-increment distribution is light-tailed.

Keywords

Cite

@article{arxiv.2209.00310,
  title  = {A geometric convergence formula for the level-increment-truncation approximation of M/G/1-type Markov chains},
  author = {Katsuhisa Ouchi and Hiroyuki Masuyama},
  journal= {arXiv preprint arXiv:2209.00310},
  year   = {2022}
}

Comments

14 pages