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240843

Mok-Nskart: New Procedure for estimating Confidence interval of Steady State Simulation Output Mean

Article

Last updated: 04 Jan 2025

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Abstract

Discrete-event simulation can be classified as either finite-horizon or steady-state. Finite-horizon (terminating) simulation models ended at a specific time or by the occurrence of a specific condition. On the other hand, steady-state (non-terminating) simulation operates (at least conceptually) into the indefinite future; and in this case the interest focus on long-run average performance. Non-overlapping Batch Means (NBM) method is one of the most effective methods used for analyzing steady-state simulation output. This paper presents a simulation procedure undertaken in the automotive industry. Therefor it aims First, to develop a new procedure for steady-state simulation output analysis "Mok-Nskart", it is designed to deliver a confidence interval for the steady-state mean of a simulation output process. Mok-Nskart can be considered as an extension of the method of NBM. The present study aims secondly, to evaluate the performance of Mok-Nskart, by comparing it with other simulation analysis procedures—namely N-Skart and MSER-5.

DOI

10.21608/acj.2022.240843

Keywords

Confidence interval (CI), Non-overlapping Batch Means (NBM), Steady state simulation analysis

Authors

First Name

Somaia Mohamed

Last Name

said

MiddleName

-

Affiliation

Statistics ,Mathematics & insurance. faculty of commerce, Alexandria university,Egypt

Email

somaia.said@alexu.edu.eg

City

الاسکندرية

Orcid

-

Volume

59

Article Issue

2

Related Issue

34645

Issue Date

2022-03-01

Receive Date

2021-12-15

Publish Date

2022-03-01

Page Start

115

Page End

136

Print ISSN

2682-4183

Online ISSN

2682-4191

Article File

ACJ_Volume 59_Issue 2_Pages 115-136.pdf

PDF . 4.8MB

Link

https://acjalexu.journals.ekb.eg/article_240843.html

Detail API

https://acjalexu.journals.ekb.eg/service?article_code=240843

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4

Type

المقالة الأصلية

Type Code

759

Publication Type

Journal

Publication Title

مجلة جامعة الإسکندرية للعلوم الإدارية

Publication Link

https://acjalexu.journals.ekb.eg/

MainTitle

Mok-Nskart: New Procedure for estimating Confidence interval of Steady State Simulation Output Mean

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Type

Article

Created At

22 Jan 2023