ESTIMATING CLEARING FUNCTIONS FROM SIMULATION DATA

被引：10

作者：

Kacar, N. Baris ^{[1
]}

Uzsoy, Reha ^{[1
]}

机构：

[1] N Carolina State Univ, Edward P Fitts Dept Ind & Syst Engn, Raleigh, NC 27695 USA

来源：

PROCEEDINGS OF THE 2010 WINTER SIMULATION CONFERENCE | 2010年

关键词：

MODELS;

D O I：

10.1109/WSC.2010.5678899

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

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.

引用

页码：1699 / 1710

页数：12

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