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CORR
2010
Springer
182views Education» more  CORR 2010»
13 years 7 months ago
SPOT: An R Package For Automatic and Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization
The sequential parameter optimization (spot) package for R (R Development Core Team, 2008) is a toolbox for tuning and understanding simulation and optimization algorithms. Model-...
Thomas Bartz-Beielstein
WSC
2004
13 years 9 months ago
Experimental Performance Evaluation of Histogram Approximation for Simulation Output Analysis
We summarize the results of an experimental performance evaluation of using an empirical histogram to approximate the steady-state distribution of the underlying stochastic proces...
E. Jack Chen, W. David Kelton
WSC
2001
13 years 9 months ago
Quantifying simulation output variability using confidence intervals and statistical process control
Two types of variability can occur in model output: variability between replications and variability within each replication. The objective of the model combined with the type of ...
Amy Jo Naylor
WSC
1998
13 years 9 months ago
Sensitivity of Output Performance Measures to Input Distributions in Queueing Network Modeling
In Gross and Juttijudata (1997) a single node, G/G/1 queue was investigated as to the sensitivity of output performance measures, such as the mean queue wait, to the shape of the ...
Donald Gross, Denise M. Bevilacqua Masi
INFORMS
2008
104views more  INFORMS 2008»
13 years 7 months ago
Estimating Cycle Time Percentile Curves for Manufacturing Systems via Simulation
Cycle time-throughput (CT-TH) percentile curves quantify the relationship between percentiles of cycle time and factory throughput, and they can play an important role in strategi...
Feng Yang, Bruce E. Ankenman, Barry L. Nelson