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 ord...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Published: |
2009
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| Online Access: | https://eprints.nottingham.ac.uk/1245/ |
| _version_ | 1848790568754216960 |
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| author | Abdul Majid, Mazlina Aickelin, Uwe Siebers, Peer-Olaf |
| author_facet | Abdul Majid, Mazlina Aickelin, Uwe Siebers, Peer-Olaf |
| author_sort | Abdul Majid, Mazlina |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| 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 | 2025-11-14T18:14:41Z |
| format | Conference or Workshop Item |
| id | nottingham-1245 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T18:14:41Z |
| publishDate | 2009 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-12452020-05-04T20:26:32Z https://eprints.nottingham.ac.uk/1245/ Investigating output accuracy for a discrete event simulation model and an agent based simulation model Abdul Majid, Mazlina Aickelin, Uwe Siebers, Peer-Olaf 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 PeerReviewed Abdul Majid, Mazlina, Aickelin, Uwe and Siebers, Peer-Olaf (2009) Investigating output accuracy for a discrete event simulation model and an agent based simulation model. In: 2009 INFORMS Simulation Society Research Workshop: Simulation: At the Interface of Modeling and Analysis, 25-27 June 2009, Warwick, UK. http://www.informs.org/Community/Simulation-Society/Other-Conferences-and-Workshops/Society-Research-Workshop2/2009-Simulation-Workshop |
| spellingShingle | Abdul Majid, Mazlina 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 |
| url | https://eprints.nottingham.ac.uk/1245/ https://eprints.nottingham.ac.uk/1245/ |