数学的实践与认识2024,Vol.54Issue(3) :112-123.

多约束排队系统的随机模拟与统计分析

Random Simulation and Statistical Analysis of Multi-Constrained Queuing System

卢一强
数学的实践与认识2024,Vol.54Issue(3) :112-123.

多约束排队系统的随机模拟与统计分析

Random Simulation and Statistical Analysis of Multi-Constrained Queuing System

卢一强1
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作者信息

  • 1. 战略支援部队信息工程大学,河南 郑州 450000
  • 折叠

摘要

将排队系统文献中出现的负顾客、重试可修、N-策略、工作性休假、可反馈等概念看作是在基本排队系统基础上增加的约束条件.在详细分析各种约束条件的基础上,我们依照多约束排队系统中各个离散事件发生的时间顺序,给出了多约束排队系统的随机模拟算法;运用数理统计的方法,得到了各种排队系统评价指标的估计;并通过模拟例子,研究了复杂多约束排队系统的统计特性.

Abstract

In this paper,the concepts appeared in the literature on queuing systems in recent years,such as negative customer,retry and repairable systems,N-policy,working vacation,feedback,and so on,are regarded as additional constraints on the basic queuing system.Based on the systematic analysis of various constraints,the stochastic simulation algorithm of multi-constrained queuing system is presented according to the chronological order of discrete random events occurrence.Then,by using the statistical method,the estimation of various key indexes of evaluation queuing system is obtained.As the simula-tion examples,the statistical characteristics of basic queuing system and multi-constrained queuing system are studied.

关键词

多约束排队系统/统计模拟/离散事件调度法/排队论指标的估计

Key words

multi-constrained queuing system/statistical simulation/the discrete event-scheduling approach/the evaluation indexes of queuing systems

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基金项目

国家自然科学基金(61672031)

出版年

2024
数学的实践与认识
中国科学院数学与系统科学研究院

数学的实践与认识

CSTPCD北大核心
影响因子:0.349
ISSN:1000-0984
参考文献量14
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