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...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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2009
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| Online Access: | http://umpir.ump.edu.my/id/eprint/7322/1/INFORMS_2009.pdf |
| _version_ | 1825821925319901184 |
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| author | Mazlina, Abdul Majid Aickelin, Uwe Siebers, Peer-Olaf |
| author_facet | Mazlina, Abdul Majid Aickelin, Uwe Siebers, Peer-Olaf |
| author_sort | Mazlina, Abdul Majid |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T11:48:53Z |
| format | Conference or Workshop Item |
| id | UMPir7322 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T11:48:53Z |
| publishDate | 2009 |
| record_format | dspace |
| spelling | UMPir73222018-04-12T03:48:36Z 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.. (Published) |
| 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 |
| title | 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_short | 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 |
| topic | T Technology (General) QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/7322/1/INFORMS_2009.pdf |
| work_keys_str_mv | AT mazlinaabdulmajid investigatingoutputaccuracyforadiscreteeventsimulationmodelandanagentbasedsimulationmodel AT aickelinuwe investigatingoutputaccuracyforadiscreteeventsimulationmodelandanagentbasedsimulationmodel AT sieberspeerolaf investigatingoutputaccuracyforadiscreteeventsimulationmodelandanagentbasedsimulationmodel |