Title :
Automating des output analysis: How many replications to run
Author :
Hoad, Kathryn ; Robinson, Stewart ; Davies, Ruth
Author_Institution :
Univ. of Warwick, Coventry
Abstract :
This paper describes the selection and automation of a method for estimating how many replications should be run to achieve a required accuracy in the output. The motivation is to provide an easy to use method that can be incorporated into existing simulation software that enables practitioners to obtain results of a specified accuracy. The processes and decisions involved in selecting and setting up a method for automation are explained. The extensive test results are outlined, including results from applying the algorithm to a collection of artificial and real models.
Keywords :
discrete event simulation; discrete event systems; DES output analysis automation; discrete event system simulation; replication algorithm; simulation software; Automatic testing; Automation; Computational modeling; Gaussian distribution; Inference algorithms; Statistical analysis; Statistics; Thumb;
Conference_Titel :
Simulation Conference, 2007 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-1306-5
Electronic_ISBN :
978-1-4244-1306-5
DOI :
10.1109/WSC.2007.4419641