水平相关QBD过程速率矩阵的一个简单算法

Tuan Phung-Duc, H. Masuyama, S. Kasahara, Yutaka Takahashi
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引用次数: 80

摘要

基于矩阵连分式表示和这些矩阵的概率解释,我们开发了一个简单的算法来计算遍历水平相关的准生死过程的速率矩阵。该算法比Bright和Taylor开发的算法更容易实现,并且内存消耗更少。我们将该算法应用于具有马尔可夫到达过程和指数分布服务时间的无限服务器排队系统。为了证明算法的有效性,我们给出了一些数值结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A simple algorithm for the rate matrices of level-dependent QBD processes
We develop a simple algorithm to compute the rate matrices of ergodic level-dependent quasi-birth-and-death processes, based on a matrix continued fraction representation and a probabilistic interpretation of those matrices. The algorithm is easier to implement and less memory-consuming than that developed by Bright and Taylor. We apply the algorithm to an infinite-server queueing system with a Markovian arrival process and exponentially distributed service times. We present some numerical results in order to demonstrate the efficiency of our algorithm.
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