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Simulation optimization via bootstrapped kriging : tutorial

Kleijnen, Jack P. C. - 2011

Kriging (or Gaussian Process) metamodels may be analyzed through bootstrapping, which is a versatile statistical method but must be adapted to the speci.c problem being analyzed. More precisely, a random or discrete-event simulation may be run several times for the same scenario (combination of...

Persistent link: https://www.econbiz.de/10009155770

Classic Kriging versus Kriging wiht bootstrapping of conditional simulation : classic Kriging's robust confidence intervals and optimization

Mehdad, Ehsan; Kleijnen, Jack P. C. - In: Journal of the Operational Research Society : OR 66 (2015) 11, pp. 1804-1814

Persistent link: https://www.econbiz.de/10011418448

Estimating the variance of the predictor in stochastic Kriging

Kleijnen, Jack P. C.; Mehdad, Ehsan - 2015

Persistent link: https://www.econbiz.de/10011349889

Simulation optimization through regression or Krigin metamodels

Kleijnen, Jack P. C. - 2017

Persistent link: https://www.econbiz.de/10011659473

Classic Kriging versus Kriging with bootstrapping or bonditional simulation : classic Kriging's robust confidence intervals and optimization

Mehdad, Ehsan; Kleijnen, Jack P. C. - 2014 - Revised version of CentER DP 2013-038

Persistent link: https://www.econbiz.de/10011285515

The correct kriging variance estimated by bootstrapping

Hertog, Dirk den (contributor); … - 2004 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10002079728

Customized sequential designs for random simulation experiments : kriging metamodeling and bootstrapping

Beers, Wim C. M. van (contributor); … - 2005

Persistent link: https://www.econbiz.de/10002746125

Customized sequential designs for random simulation experiments : kriging metamodeling and bootstrapping

Beers, Wim C. M. van (contributor); … - 2004 - [Elektronische Ressource]

Persistent link: https://www.econbiz.de/10002185892

Statistical testing of optimality conditions in multiresponse simulation-based optimization

Bettonvil, Bert; Del Castillo, Enrique; Kleijnen, Jack P. C. - In: European journal of operational research : EJOR 199 (2009) 2, pp. 448-458

Persistent link: https://www.econbiz.de/10003867299

Monotonicity-preserving bootstrapped kriging metamodels for expensive simulations

Kleijnen, Jack P. C.; Beers, Wim C. M. van - 2009

Persistent link: https://www.econbiz.de/10003884413

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