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Risk-averse design optimization with CVaR constraints via multifidelity tail-region correction

Lee, Gyeolhee et al.
arXiv (OAI Expanded) · Papers
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90c15optimization-and-control
Risk-averse design optimization with conditional value-at-risk (CVaR) constraints requires accurate tail estimates, but repeated high-fidelity (HF) evaluations are costly. We propose a multifidelity (MF) tail-region correction method that uses dimensionally decomposed generalized polynomial chaos ex
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