146
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SEAL
15 years 11 hour ago
2010 Springer 
Abstract. Mainstream surrogate approaches for multi-objective problems build one approximation for each objective. Mono-surrogate approaches instead aim at characterizing the Paret...
118
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SEAL
15 years 16 days ago
2010 Springer 
In this paper, the authors compare a Monte Carlo method and an optimization-based approach using genetic algorithms for sequentially generating space-filling experimental designs....
103
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SEAL
15 years 16 days ago
2010 Springer 
During engineering design, it is often difficult to quantify product reliability because of insufficient data or information for modeling the uncertainties. In such cases, one need...
SEAL
15 years 11 hour ago
2010 Springer  |
Machine Learning