Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model

Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model

In this paper, we investigate output accuracy for a Discrete Event Simulation (DES) model and Agent Based Simulation (ABS) model. The purpose of this investigation is to find out which of these simulation techniques is the best one for modelling human reactive behaviour in the retail sector. In orde...

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Main Authors: Mazlina, Abdul Majid, Aickelin, Uwe, Siebers, Peer-Olaf
Format: Conference or Workshop Item
Language:English
Published: 2009
Subjects:
T Technology (General)
QA75 Electronic computers. Computer science
Online Access:http://umpir.ump.edu.my/id/eprint/7322/
http://umpir.ump.edu.my/id/eprint/7322/1/INFORMS_2009.pdf
id ump-7322
recordtype eprints
spelling ump-73222018-04-12T03:48:36Z http://umpir.ump.edu.my/id/eprint/7322/ Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model Mazlina, Abdul Majid Aickelin, Uwe Siebers, Peer-Olaf T Technology (General) QA75 Electronic computers. Computer science In this paper, we investigate output accuracy for a Discrete Event Simulation (DES) model and Agent Based Simulation (ABS) model. The purpose of this investigation is to find out which of these simulation techniques is the best one for modelling human reactive behaviour in the retail sector. In order to study the output accuracy in both models, we have carried out a validation experiment in which we compared the results from our simulation models to the performance of a real system. Our experiment was carried out using a large UK department store as a case study. We had to determine an efficient implementation of management policy in the store’s fitting room using DES and ABS. Overall, we have found that both simulation models were a good representation of the real system when modelling human reactive behaviour. 2009 Conference or Workshop Item NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/7322/1/INFORMS_2009.pdf Mazlina, Abdul Majid and Aickelin, Uwe and Siebers, Peer-Olaf (2009) Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model. In: Proceedings of the INFORMS Simulation Society Research Workshop, 25-27 June 2009 , Warwick, UK. pp. 101-105..
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
topic T Technology (General)
QA75 Electronic computers. Computer science
spellingShingle T Technology (General)
QA75 Electronic computers. Computer science
Mazlina, Abdul Majid
Aickelin, Uwe
Siebers, Peer-Olaf
Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model
description In this paper, we investigate output accuracy for a Discrete Event Simulation (DES) model and Agent Based Simulation (ABS) model. The purpose of this investigation is to find out which of these simulation techniques is the best one for modelling human reactive behaviour in the retail sector. In order to study the output accuracy in both models, we have carried out a validation experiment in which we compared the results from our simulation models to the performance of a real system. Our experiment was carried out using a large UK department store as a case study. We had to determine an efficient implementation of management policy in the store’s fitting room using DES and ABS. Overall, we have found that both simulation models were a good representation of the real system when modelling human reactive behaviour.
format Conference or Workshop Item
author Mazlina, Abdul Majid
Aickelin, Uwe
Siebers, Peer-Olaf
author_facet Mazlina, Abdul Majid
Aickelin, Uwe
Siebers, Peer-Olaf
author_sort Mazlina, Abdul Majid
title Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model
title_short Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model
title_full Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model
title_fullStr Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model
title_full_unstemmed Investigating Output Accuracy For A Discrete Event Simulation Model And An Agent Based Simulation Model
title_sort investigating output accuracy for a discrete event simulation model and an agent based simulation model
publishDate 2009
url http://umpir.ump.edu.my/id/eprint/7322/
http://umpir.ump.edu.my/id/eprint/7322/1/INFORMS_2009.pdf
first_indexed 2023-09-18T22:03:57Z
last_indexed 2023-09-18T22:03:57Z
_version_ 1777414582855270400

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