Some Large Deviations Results in Markov Fluid Models

Author:

Ridder Ad,Walrand Jean

Abstract

Markov modulated fluid models are studied in this paper. When the input of the fluid model is represented by one Markov chain, two approaches are given that result in asymptotic expressions for the overflow probability. Both approaches are based on large deviations theories. The equivalence of the expressions is proved. When the input is represented by N similar Markov chains, a reduction property is derived.

Publisher

Cambridge University Press (CUP)

Subject

Industrial and Manufacturing Engineering,Management Science and Operations Research,Statistics, Probability and Uncertainty,Statistics and Probability

Reference12 articles.

1. Rough Limit Theorems on Large Deviations for Markov Stochastic Processes, II

2. Ridder A. (1991). Applications of large deviations to obtain variance reduction in simulating Markov fluid models. Working Paper 98, Rotterdam School of Management, Erasmus University, Rotterdam, 08 1991.

3. A quick simulation method for excessive backlogs in networks of queues

4. Large deviations and rare events in the study of stochastic algorithms

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Fast simulation of Markov fluid models;Journal of Applied Probability;1996-09

2. Fast simulation of Markov fluid models;Journal of Applied Probability;1996-09

3. Finding the Conjugate of Markov Fluid Processes;Probability in the Engineering and Informational Sciences;1995-04

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3