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AutoSimOA : a framework for automated analysis of simulation output
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Hoad, Kathryn, Robinson, S. and Davies, R. (2011) AutoSimOA : a framework for automated analysis of simulation output. Journal of Simulation, Vol.5 (No.1). pp. 9-24. doi:10.1057/jos.2010.22 ISSN 1747-7778.
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Official URL: http://dx.doi.org/10.1057/jos.2010.22
Abstract
There are two key issues in assuring the accuracy of estimates of performance obtained from a simulation model. The first is the removal of any initialisation bias; the second is ensuring that enough output data are produced to obtain an accurate estimate of performance. Our aim is to produce an automated procedure for inclusion into commercial simulation software to address both of these issues. This paper describes the results of a 3-year project to produce such an analyser. Our Automated Simulation Output Analyser identifies the warm-up period, estimates the number of replications, and/or analyses output from a single run, with the aim of providing the user with accurate and precise measures of their chosen output statistics.
Item Type: | Journal Article | ||||
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Divisions: | Faculty of Social Sciences > Warwick Business School > Operational Research & Management Sciences Faculty of Social Sciences > Warwick Business School |
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Journal or Publication Title: | Journal of Simulation | ||||
Publisher: | Palgrave Macmillan Ltd. | ||||
ISSN: | 1747-7778 | ||||
Official Date: | 2011 | ||||
Dates: |
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Volume: | Vol.5 | ||||
Number: | No.1 | ||||
Page Range: | pp. 9-24 | ||||
DOI: | 10.1057/jos.2010.22 | ||||
Status: | Peer Reviewed | ||||
Publication Status: | Published | ||||
Access rights to Published version: | Restricted or Subscription Access |
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