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Multivariate versus univariate Kriging metamodels for multi-response simulation models

Kleijnen, Jack P.C.; Mehdad, Ehsan - In: European Journal of Operational Research 236 (2014) 2, pp. 573-582

To analyze the input/output behavior of simulation models with multiple responses, we may apply either univariate or multivariate Kriging (Gaussian process) metamodels. In multivariate Kriging we face a major problem: the covariance matrix of all responses should remain positive-definite; we...

Persistent link: https://www.econbiz.de/10011052688

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

Sampling for quality inspection and correction: AOQL performance criteria

Kleijnen, J. P. C.; Kriens, J.; Lafleur, M. C. H. M.; … - In: European Journal of Operational Research 62 (1992) 3, pp. 372-379

Persistent link: https://www.econbiz.de/10005278238

Testing independence of simulation subruns: a note on the power of the Von Neumann test

Kleijnen, J. P. C.; van der Ven, R.; Sanders, B. - In: European Journal of Operational Research 9 (1982) 1, pp. 92-93

Persistent link: https://www.econbiz.de/10005284042

Communication--An Extension of Gitlow's Methodology for Designing Abortion Clinics

Kleijnen, J. P. C. - In: Management Science 25 (1979) 4, pp. 408-408

Comments about Gitlow, H. S. 1976. A methodology for determining the optimal design of a free standing abortion clinic. Management Sci. 22 (12, August) 1289-1298.

Persistent link: https://www.econbiz.de/10009204302

Statistical analysis of steady-state simulations: survey of recent progress

Kleijnen, Jack P. C. - In: European Journal of Operational Research 17 (1984) 2, pp. 150-162

Persistent link: https://www.econbiz.de/10005236905