Dimensionality reduction enhances data-driven reliability-based design optimize

A recently proposed data-driven approach to reliability-based design optimization of structures constructs a sufficient condition that the target reliability is guaranteed with the specified confidence level, without relying on any assumptions on statistical information of random variables. In gener...

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Bibliographic Details
Main Author: Yoshihiro KANNO
Format: Article
Language:English
Published: The Japan Society of Mechanical Engineers 2020-01-01
Series:Journal of Advanced Mechanical Design, Systems, and Manufacturing
Subjects:
Online Access:https://www.jstage.jst.go.jp/article/jamdsm/14/1/14_2020jamdsm0008/_pdf/-char/en