Article ID Journal Published Year Pages File Type
1133980 Computers & Industrial Engineering 2013 10 Pages PDF
Abstract
► We introduce the concept of change point detection and estimation in stochastic simulation input data modeling. ► A modified parametric method and a nonparametric technique are proposed for detecting and estimating change locations. ► We compare our proposed methods in terms of accuracy and precision metrics. ► The impacts of accurate input data modeling on deriving validated simulation outputs are demonstrated.
Related Topics
Physical Sciences and Engineering Engineering Industrial and Manufacturing Engineering
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