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Keywords: Covariance Function
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Proceedings Papers

Proc. ASME. IDETC-CIE2009, Volume 5: 35th Design Automation Conference, Parts A and B, 853-862, August 30–September 2, 2009
Paper No: DETC2009-87736
... in 50% to 60% of test cases. Multi-Objective Optimization Genetic Algorithms Bayesian Metamodels Covariance Function Multi-response Metamodels 1 Copyright © 2009 by ASME Proceedings of IDETC/CIE 2009 ASME 2008 International Design Engineering Technical Conferences & Computers...
Proceedings Papers

Proc. ASME. IDETC-CIE2008, Volume 1: 34th Design Automation Conference, Parts A and B, 883-893, August 3–6, 2008
Paper No: DETC2008-50061
... that the observed correlation among the response variables can be used to achieve better models with smaller data sets. In this work, we study the approximation capabilities of several covariance functions needed for multi-response metamodeling with MRBSM, performing a simulation study in which we compare MRBSM...