173
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SEAL
15 years 2 months 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...
136
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SEAL
15 years 2 months 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....
120
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SEAL
15 years 2 months 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...
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Machine Learning