Estimating clearing functions from simulation data

We examine the problem of estimating clearing functions that relate the expected output of a production resource as a function of its expected workload, from empirical data. We use a simulation model of a scaled-down wafer fabrication facility to generate the data and evaluate the performance of the...

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Bibliographic Details
Main Authors: Kacar, N B, Uzsoy, R
Format: Conference Proceeding
Language:English
Subjects:
Data models
Mathematical model
Planning
Production planning
Semiconductor device modeling
Online Access:Request full text
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Summary:We examine the problem of estimating clearing functions that relate the expected output of a production resource as a function of its expected workload, from empirical data. We use a simulation model of a scaled-down wafer fabrication facility to generate the data and evaluate the performance of the resulting clearing functions. We compare several different regression approaches and report computational results.
ISSN:0891-7736
1558-4305
DOI:10.1109/WSC.2010.5678899