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• W3167657283 abstract "This paper considers structural optimization under a reliability constraint, where the input distribution is only partially known. Specifically, when we only know that the expected value vector and the variance-covariance matrix of the input distribution belong to a given convex set, we require that, for any realization of the input distribution, the failure probability of a structure should be no greater than a specified target value. We show that this distributionally-robust reliability constraint can be reduced equivalently to deterministic constraints. By using this reduction, we can treat a reliability-based design optimization problem under the distributionally-robust reliability constraint within the framework of deterministic optimization, specifically, nonlinear semidefinite programming. Two numerical examples are solved to show relation between the optimal value and either the target reliability or the uncertainty magnitude." @default.
• W3167657283 created "2021-06-22" @default.
• W3167657283 creator A5038988028 @default.
• W3167657283 date "2021-06-15" @default.
• W3167657283 modified "2023-10-03" @default.
• W3167657283 title "Structural reliability under uncertainty in moments: distributionally-robust reliability-based design optimization" @default.
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• W3167657283 doi "https://doi.org/10.48550/arxiv.2106.08490" @default.
• W3167657283 hasPublicationYear "2021" @default.
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