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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
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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
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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
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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
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Design and Analysis of Simulation Experiments
Kleijnen, Jack P. C. - 2015 - 2nd ed. 2015
Introduction -- Classic regression metamodels and their designs -- Classic assumptions versus simulation practice -- Screening the many inputs of realistic simulation models -- Kriging metamodels and their designs -- Simulation optimization.
Persistent link: https://www.econbiz.de/10014020286
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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
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Technical note: dual approach for two-stage robust nonlinear optimization
Ruiter, Frans J. C. T. de; Zhen, Jianzhe; Hertog, Dirk den - In: Operations research 71 (2023) 5, pp. 1794-1799
Persistent link: https://www.econbiz.de/10014393277
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Finding regions of counterfactual explanations via robust optimization
Maragno, Donato; Kurtz, Jannis; Röber, Tabea E.; … - In: INFORMS journal on computing : JOC ; charting new … 36 (2024) 5, pp. 1316-1334
Persistent link: https://www.econbiz.de/10015164507
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Multistage adjustable robust mixed-integer optimization via iterative splitting of the uncertainty set
Postek, Kryzsztof; Hertog, Dirk den - In: INFORMS journal on computing : JOC 28 (2016) 3, pp. 553-574
Persistent link: https://www.econbiz.de/10011539037
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An approximation framework for two-stage ambiguous stochastic integer programs under mean-MAD information
Postek, Krzysztof; Romeijnders, Ward; Hertog, Dirk den; … - In: European journal of operational research : EJOR 274 (2019) 2, pp. 432-444
Persistent link: https://www.econbiz.de/10011990108