A guide to simulation (2nd ed.)
A guide to simulation (2nd ed.)
A survey of current methods for the elimination of initialization bias in digital simulation
ANSS '87 Proceedings of the 20th annual symposium on Simulation
Steady-state simulation of queueing processes: survey of problems and solutions
ACM Computing Surveys (CSUR)
A relaxation time heuristic for exponential-Erlang queueing systems
Computers and Operations Research
Evaluation of tests for initial-condition bias
WSC '92 Proceedings of the 24th conference on Winter simulation
Detecting truncation point in steady-state simulation using chaos theory
WSC '94 Proceedings of the 26th conference on Winter simulation
Control of initialization bias in queueing simulations using queueing approximations
WSC '95 Proceedings of the 27th conference on Winter simulation
A new initial bias deletion rule
WSC '87 Proceedings of the 19th conference on Winter simulation
Determining a warm-up period for a telephone network routing simulation
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1
Discrete-event simulation
A comparison of five steady-state truncation heuristics for simulation
Proceedings of the 32nd conference on Winter simulation
System Simulation
Simulation Modeling and Analysis
Simulation Modeling and Analysis
Time Series Analysis: Forecasting and Control
Time Series Analysis: Forecasting and Control
Simulation: The Practice of Model Development and Use
Simulation: The Practice of Model Development and Use
General methodology 2: a comparison of selective initialization bias elimination methods
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Simulation output analysis: truncation point estimation using multiple replications in parallel
Proceedings of the 35th conference on Winter simulation: driving innovation
Simulation output analysis: a wavelet-based spectral method for steady-state simulation analysis
Proceedings of the 35th conference on Winter simulation: driving innovation
Evaluation of methods used to detect warm-up period in steady state simulation
WSC '04 Proceedings of the 36th conference on Winter simulation
Performance evaluation of a wavelet-based spectral method for steady-state simulation analysis
WSC '04 Proceedings of the 36th conference on Winter simulation
Exploring exponentially weighted moving average control charts to determine the warm-up period
WSC '05 Proceedings of the 37th conference on Winter simulation
Interval estimation using replication/deletion and MSER truncation
Proceedings of the Winter Simulation Conference
Proceedings of the Winter Simulation Conference
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There are two key issues in assuring the accuracy of estimates of performance obtained from a simulation model. The first is the removal of any initialisation bias, the second is ensuring that enough output data is produced to obtain an accurate estimate of performance. This paper is concerned with the first issue, and more specifically warm-up estimation. A continuing research project is described that aims to produce an automated procedure, for inclusion into commercial simulation software, for estimating the length of warm-up and hence removing initialisation bias from simulation output data.