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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

doi:10.4203/ccp.109.5

, "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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Front Page Browse CCP CSETS CTR IJRT Other Authors Search Purchase Guide FAQ Contact us	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 doi:10.4203/ccp.109.5 purchase the full-text of this paper Full Bibliographic Reference for this paper , "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. purchase the full-text of this paper (price £20) go to the previous paper go to the next paper return to the table of contents return to the book description purchase this book (price £50 +P&P)
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