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Please use this identifier to cite or link to this item: https://dspace.lboro.ac.uk/2134/14457

Title: Exploring the model development process in discrete-event simulation: insights from six expert modellers
Authors: Tako, Antuela A.
Keywords: Simulation
Model development
Discrete-event simulation
Modelling practice
Education
Verbal Protocol Analysis
Issue Date: 2015
Publisher: © Palgrave Macmillan
Citation: TAKO, A.A., 2015. Exploring the model development process in discrete-event simulation: insights from six expert modellers. Journal of the Operational Research Society, 66, pp.747-760.
Abstract: This paper explores the model development process in discrete-event simulation (DES) by reporting on an empirical study that follows six expert modellers while building simulation models. DES is a widely used modelling approach, however little is known about the modelling processes and methodology adopted by modellers in practice. Verbal Protocol Analysis is used to collect data, where the participants are asked to speak aloud while modelling. The results show that the expert modellers spend a significant amount of time on model coding, verification & validation and data inputs. The modellers iterate often between modelling activities. Patterns of modelling behaviour are identified, suggesting that the modellers adopt distinct modelling styles. This study is useful in that it provides an empirical view of existing DES modelling practice, which in turn can inform existing research and simulation practice as well as teaching of DES modelling to novices.
Description: This article was published in the Journal of the Operational Research Society [© Palgrave Macmillan] at: http://dx.doi.org/10.1057/jors.2014.52
Version: Accepted for publication
DOI: 10.1057/jors.2014.52
URI: https://dspace.lboro.ac.uk/2134/14457
Publisher Link: http://dx.doi.org/10.1057/jors.2014.52
Appears in Collections:Published Articles (Business School)

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