Investigating output accuracy for a discrete event simulation model and an agent based simulation model

Abdul Majid, Mazlina and 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.

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Official URL: http://www.informs.org/Community/Simulation-Society/Other-Conferences-and-Workshops/Society-Research-Workshop2/2009-Simulation-Workshop

Abstract

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.

Item Type:Conference or Workshop Item (Paper)
Schools/Departments:Faculty of Science > School of Computer Science
ID Code:1245
Deposited By:Aickelin, Professor Uwe
Deposited On:24 Aug 2012 12:19
Last Modified:24 Aug 2012 12:19

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