Panel on current issues in simulation input modeling

Russell R. Barton, Russell C.H. Cheng, Stephen E. Chick, Shane G. Henderson, Averill M. Law, Lawrence M. Leemis, Bruce W. Schmeiser, Lee W. Schruben, James R. Wilson

Research output: Contribution to journalConference article

10 Citations (Scopus)

Abstract

A study was performed on the central issues and unresolved problems associated with the approach to modeling and generation of the stochastic input processes driving simulation models. The bootstrap resampling method was used for conducting the study. Bootstrap resampling captures the uncertainty in the predicted system performance due to finiteness of the empirical data used to determine the input distribution.

Original languageEnglish (US)
Pages (from-to)353-369
Number of pages17
JournalWinter Simulation Conference Proceedings
Volume1
StatePublished - Dec 1 2002
EventProceedings of the 2002 Winter Simulation Conference - San Diego, CA, United States
Duration: Dec 8 2002Dec 11 2002

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Resampling Methods
Bootstrap Method
Resampling
Finiteness
Bootstrap
System Performance
Simulation Model
Uncertainty
Modeling
Simulation

All Science Journal Classification (ASJC) codes

  • Software
  • Modeling and Simulation
  • Safety, Risk, Reliability and Quality
  • Chemical Health and Safety
  • Applied Mathematics

Cite this

Barton, R. R., Cheng, R. C. H., Chick, S. E., Henderson, S. G., Law, A. M., Leemis, L. M., ... Wilson, J. R. (2002). Panel on current issues in simulation input modeling. Winter Simulation Conference Proceedings, 1, 353-369.
Barton, Russell R. ; Cheng, Russell C.H. ; Chick, Stephen E. ; Henderson, Shane G. ; Law, Averill M. ; Leemis, Lawrence M. ; Schmeiser, Bruce W. ; Schruben, Lee W. ; Wilson, James R. / Panel on current issues in simulation input modeling. In: Winter Simulation Conference Proceedings. 2002 ; Vol. 1. pp. 353-369.
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year = "2002",
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Barton, RR, Cheng, RCH, Chick, SE, Henderson, SG, Law, AM, Leemis, LM, Schmeiser, BW, Schruben, LW & Wilson, JR 2002, 'Panel on current issues in simulation input modeling', Winter Simulation Conference Proceedings, vol. 1, pp. 353-369.

Panel on current issues in simulation input modeling. / Barton, Russell R.; Cheng, Russell C.H.; Chick, Stephen E.; Henderson, Shane G.; Law, Averill M.; Leemis, Lawrence M.; Schmeiser, Bruce W.; Schruben, Lee W.; Wilson, James R.

In: Winter Simulation Conference Proceedings, Vol. 1, 01.12.2002, p. 353-369.

Research output: Contribution to journalConference article

TY - JOUR

T1 - Panel on current issues in simulation input modeling

AU - Barton, Russell R.

AU - Cheng, Russell C.H.

AU - Chick, Stephen E.

AU - Henderson, Shane G.

AU - Law, Averill M.

AU - Leemis, Lawrence M.

AU - Schmeiser, Bruce W.

AU - Schruben, Lee W.

AU - Wilson, James R.

PY - 2002/12/1

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N2 - A study was performed on the central issues and unresolved problems associated with the approach to modeling and generation of the stochastic input processes driving simulation models. The bootstrap resampling method was used for conducting the study. Bootstrap resampling captures the uncertainty in the predicted system performance due to finiteness of the empirical data used to determine the input distribution.

AB - A study was performed on the central issues and unresolved problems associated with the approach to modeling and generation of the stochastic input processes driving simulation models. The bootstrap resampling method was used for conducting the study. Bootstrap resampling captures the uncertainty in the predicted system performance due to finiteness of the empirical data used to determine the input distribution.

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M3 - Conference article

AN - SCOPUS:0036927717

VL - 1

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JO - Winter Simulation Conference Proceedings

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Barton RR, Cheng RCH, Chick SE, Henderson SG, Law AM, Leemis LM et al. Panel on current issues in simulation input modeling. Winter Simulation Conference Proceedings. 2002 Dec 1;1:353-369.