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Civil-Comp Proceedings
ISSN 1759-3433
CCP: 109
PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING TECHNOLOGY IN CIVIL, STRUCTURAL AND ENVIRONMENTAL ENGINEERING
Edited by: Y. Tsompanakis, J. Kruis and B.H.V. Topping
Paper 5

Updating of Meta-Models in Hyperspherical Domains beyond the Original Bounds

E. Myšáková and M. Lepš

Faculty of Civil Engineering, Czech Technical University in Prague, Czech Republic

Full Bibliographic Reference for this paper
E. My¬šáková, M. Lep¬š, "Updating of Meta-Models in Hyperspherical Domains beyond the Original Bounds", in Y. Tsompanakis, J. Kruis, B.H.V. Topping, (Editors), "Proceedings of the Fourth International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering", Civil-Comp Press, Stirlingshire, UK, Paper 5, 2015. doi:10.4203/ccp.109.5
Keywords: meta-modeling, design of experiments, hypersphere, hypercube, limit state function, parallelization.

Summary
Meta-modeling is an often used method for the analysis of complex system behavior. It enables a large number of evaluations in cases when the original model is costly or time-consuming. Usually the meta-model has to be updated to obtain better approximation of the model response. This paper proposes a new step in the updating procedure which should ensure the quality meta-model predictions in whole significant area of the design space.

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