Multiple comparison procedures
Multiple comparison procedures
Restricted subset selection procedures for simulation
Operations Research
Simulation output analysis using standardized time series
Mathematics of Operations Research
American Journal of Mathematical and Management Sciences - Special issue MSI-2000: multivariate statistical analysis in honor of Professor Minoru Siotani on his 70th birthday
A fully sequential procedure for indifference-zone selection in simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Simulation Modeling and Analysis
Simulation Modeling and Analysis
New Two-Stage and Sequential Procedures for Selecting the Best Simulated System
Operations Research
Comparisons with a Standard in Simulation Experiments
Management Science
Using Ranking and Selection to "Clean Up" after Simulation Optimization
Operations Research
A large deviations perspective on ordinal optimization
WSC '04 Proceedings of the 36th conference on Winter simulation
WSC '04 Proceedings of the 36th conference on Winter simulation
Statistical selection of the best system
WSC '05 Proceedings of the 37th conference on Winter simulation
Review of advanced methods for simulation output analysis
WSC '05 Proceedings of the 37th conference on Winter simulation
Adaptation of the UOBYQA algorithm for noisy functions
Proceedings of the 38th conference on Winter simulation
Implications of heavy tails on simulation-based ordinal optimization
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Extension of the direct optimization algorithm for noisy functions
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come
Improving the Exploration Strategy in Bandit Algorithms
Learning and Intelligent Optimization
Large deviations perspective on ordinal optimization of heavy-tailed systems
Proceedings of the 40th Conference on Winter Simulation
Optimal computing budget allocation for constrained optimization
Winter Simulation Conference
Ordinal optimization: a nonparametric framework
Proceedings of the Winter Simulation Conference
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This paper provides an advanced tutorial on the construction of ranking-and-selection procedures for selecting the best simulated system. We emphasize procedures that provide a guaranteed probability of correct selection, and the key theoretical results that are used to derive them.