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316605

Use of Confidence Intervals in Queueing System Simulation - With Application To a Maintenance Shop

Article

Last updated: 05 Jan 2025

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Abstract

This paper focuses on using confidence interval estimation while simulating a queueing system. The approach relies on the existence of regenerative points in the queueing process being simulated that produces a set of n independent observations. An application is given to a maintenance shop which is modeled as a multiserver queueing system. The shop is assumed to serve two classes of customers; passenger cars and cargo trucks. Comparison of results obtained from simulation using three different estimators is given. The approach can be applied to any queueing system that posses a recurrent steady state stochastic process.

DOI

10.21608/esju.1984.316605

Keywords

Confidence intervals, Estimation, Multiserver Queueing System, Queueing System Simulation, Regenerative Points, Stochastic Process

Authors

First Name

Mohamed

Last Name

Shalaby

MiddleName

A.

Affiliation

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Orcid

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Volume

28

Article Issue

2

Related Issue

43410

Issue Date

1984-12-01

Receive Date

2023-09-07

Publish Date

1984-12-01

Page Start

90

Page End

102

Print ISSN

0542-1748

Online ISSN

2786-0086

Link

https://esju.journals.ekb.eg/article_316605.html

Detail API

https://esju.journals.ekb.eg/service?article_code=316605

Order

4

Type

Original Article

Type Code

1,914

Publication Type

Journal

Publication Title

The Egyptian Statistical Journal

Publication Link

https://esju.journals.ekb.eg/

MainTitle

Use of Confidence Intervals in Queueing System Simulation - With Application To a Maintenance Shop

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Article

Created At

28 Dec 2024