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

共 50 条

[41] SIMULATION STUDY OF 3 METHODS FOR ESTIMATING SELECTIVE VALUES AND SURVIVAL RATES FROM RECAPTURE DATA
MANLY, BFJ
[J]. RESEARCHES ON POPULATION ECOLOGY, 1978, 20 (01): : 15 - 22
[42] An Experimental Comparison of Production Planning Using Clearing Functions and Iterative Linear Programming-Simulation Algorithms
Kacar, Necip Baris
Irdem, Durmus Fatih
Uzsoy, Reha
[J]. IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING, 2012, 25 (01) : 104 - 117
[43] Estimating asymptotic phase and amplitude functions of limit-cycle oscillators from time series data
Namura, Norihisa
Takata, Shohei
Yamaguchi, Katsunori
Kobayashi, Ryota
Nakao, Hiroya
[J]. PHYSICAL REVIEW E, 2022, 106 (01)
[44] PSEUDO UPTAKE RETENTION FUNCTIONS FOR THE WHOLE-BODY FOR ESTIMATING INTAKES FROM EXCRETION BIOASSAY DATA
SKRABLE, KW
SUN, LC
CHABOT, GE
FRENCH, CS
LABONE, TR
[J]. RADIATION PROTECTION DOSIMETRY, 1987, 18 (03) : 133 - 139
[45] Estimating the mode wavenumbers, depth functions, and amplitudes from moving source data using compressive sensing
Yang, T. C.
[J]. OCEANS 2017 - ANCHORAGE, 2017,
[46] ESTIMATING ENTERPRISE PRODUCTION-FUNCTIONS FROM INPUT-OUTPUT DATA ON MULTIPLE ENTERPRISE FARMS
BERINGER, C
[J]. JOURNAL OF FARM ECONOMICS, 1956, 38 (04): : 923 - 930
[47] A PROCEDURE FOR CALCULATING THERMODYNAMIC FUNCTIONS OF CAVITY FORMATION FROM THE PURE SOLVENT SIMULATION DATA
LEE, B
[J]. JOURNAL OF CHEMICAL PHYSICS, 1985, 83 (05): : 2421 - 2425
[48] Estimating motion from MRI data
Ozturk, C
Derbyshire, JA
McVeigh, ER
[J]. PROCEEDINGS OF THE IEEE, 2003, 91 (10) : 1627 - 1648
[49] ESTIMATING RATIOS FROM AGGREGATE DATA
COURGEAU, D
KEILMAN, N
LELIEVRE, E
[J]. POPULATION, 1994, 49 (01): : 229 - 232
[50] ESTIMATING VELOCITY FROM HYDROGRAPHIC DATA
DAVIS, RE
[J]. JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS AND ATMOSPHERES, 1978, 83 (NC11): : 5507 - 5509

← 1 2 3 4 5 →