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Formulations for Surrogate-Based Optimization Under Uncertainty

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References

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2015Monte Carlo Information-Reuse Approach to Aircraft Conceptual Design Optimization Under Uncertainty48 cited
2012Optimizations Under Uncertainty Using Gradients, Hessians, and Surrogate Models38 cited
2006Second-Order Reliability Formulations in DAKOTA/UQ32 cited
2004Perspectives in Optimization Under Uncertainty: Algorithms and Applications24 cited

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2018

Special issue: a comprehensive study on enhanced optimization-based model calibration using gradient information

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2006Reliability-Based Design Optimization for Shape Design of Compliant Micro-Electro-Mechanical Systems19 cited

2012Optimization Under Uncertainty Applied to Heat Sink Design15 cited

2006Demonstration of probabilistic ordinal optimization concepts for continuous-variable optimization under uncertainty13 cited

2014Accurate predictions from noisy data: replication versus exploration with applications to structural failure11 cited

2017Dakota: Bridging Advanced Scalable Uncertainty Quantification Algorithms with Production Deployment11 cited

2019Sequential optimization and uncertainty propagation method for efficient optimization-based model calibration10 cited

2012Optimization under uncertainty for electronics cooling design applications8 cited