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WSC
2008
14 years 15 days ago
Stochastic kriging for simulation metamodeling
We extend the basic theory of kriging, as applied to the design and analysis of deterministic computer experiments, to the stochastic simulation setting. Our goal is to provide fl...
Bruce E. Ankenman, Barry L. Nelson, Jeremy Staum
WSC
2008
14 years 15 days ago
Comparing designs for computer simulation experiments
The use of simulation as a modeling and analysis tool is wide spread. Simulation is an enabling tool for experimenting virtually on a validated computer environment. Often the und...
Rachel T. Johnson, Bradley Jones, John W. Fowler, ...
WSC
2008
14 years 15 days ago
Optimized maintenance design for manufacturing performance improvement using simulation
This research presents optimized maintenance design using simulation to analyze the capability of auto part manufacturing production system. The integration of simulation and opti...
Ahad Ali, Xiaohui Chen, Ziming Yang, Jay Lee, Jun ...
WSC
2008
14 years 15 days ago
How to build better models: Applying agile techniques to simulation
For simulation practitioners, the common steps in a simulation modeling engagement are likely familiar: problem assessment, requirements specification, model building, verificatio...
James T. Sawyer, David M. Brann
WSC
2008
14 years 15 days ago
A preliminary study of optimal splitting for rare-event simulation
Efficiency is a big concern when using simulation to estimate rare-event probabilities, since a huge number of simulation replications may be needed in order to obtain a reasonabl...
John F. Shortle, Chun-Hung Chen