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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

Comment on Park et al.'s "robust kriging in computer experiments"

Kleijnen, Jack P. C. - In: Journal of the Operational Research Society : OR 68 (2017) 6, pp. 739-740

Persistent link: https://www.econbiz.de/10011664944

Regression and Kriging metamodels with their experimental designs in simulation : a review

Kleijnen, Jack P. C. - In: European journal of operational research : EJOR 256 (2017) 1, pp. 1-16

Persistent link: https://www.econbiz.de/10011611105

Efficient global optimisation for black-box simulation via sequential intrinsic Kriging

Mehdad, Ehsan; Kleijnen, Jack P. C. - In: Journal of the Operational Research Society 69 (2018) 11, pp. 1725-1737

Persistent link: https://www.econbiz.de/10012229229

Statistical tests for cross-validation of kriging models

Kleijnen, Jack P. C.; Beers, Wim C. M. van - In: INFORMS journal on computing : JOC ; charting new … 34 (2022) 1, pp. 607-621

Persistent link: https://www.econbiz.de/10013361315

Expected improvement in efficient global optimization through bootstrapped kriging

Kleijnen, Jack; Beers, Wim; Nieuwenhuyse, Inneke - In: Journal of Global Optimization 54 (2012) 1, pp. 59-73

This article uses a sequentialized experimental design to select simulation input combinations for global optimization, based on Kriging (also called Gaussian process or spatial correlation modeling); this Kriging is used to analyze the input/output data of the simulation model (computer code)....

Persistent link: https://www.econbiz.de/10010994014

Validation of simulation model for robotic milking barn design

Halachmi, I.; Dzidic, A.; Metz, J. H. M.; Speelman, L.; … - In: European Journal of Operational Research 134 (2001) 3, pp. 677-688

Persistent link: https://www.econbiz.de/10005095174

Ethical issues in modeling: Some reflections

Kleijnen, J. P. C. - In: European Journal of Operational Research 130 (2001) 1, pp. 223-230

Persistent link: https://www.econbiz.de/10005151800

Analysis and comparison of two strategies for multi-item inventory systems with joint replenishment costs

van Eijs, M. J. G.; Heuts, R. M. J.; Kleijnen, J. P. C. - In: European Journal of Operational Research 59 (1992) 3, pp. 405-412

Persistent link: https://www.econbiz.de/10005253632

Generalization of simulation results practicality of statistical methods

Kleijnen, J. P. C.; van den Burg, A. J.; Ham, R. Th. van der - In: European Journal of Operational Research 3 (1979) 1, pp. 50-64

Persistent link: https://www.econbiz.de/10005277923