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Quantile-based optimization under uncertainties for complex engineering structures using an active learning basis-adaptive PC-Kriging model

Yulian GONG Jianguo ZHANG Dan XU Ying HUANG

Chinese Journal of Aeronautics2025，Vol.38Issue(1)：P.340-352,13.

Chinese Journal of Aeronautics2025，Vol.38Issue(1)：P.340-352,13.DOI:10.1016/j.cja.2024.08.028

Quantile-based optimization under uncertainties for complex engineering structures using an active learning basis-adaptive PC-Kriging model

Yulian GONG ¹Jianguo ZHANG ¹Dan XU ¹Ying HUANG¹

作者信息

1. School of Reliability and Systems Engineering,Beihang University,Beijing 100191,China
折叠

摘要

关键词

Reliability-based design optimization/Quantile-based/Basis-adaptive PC-Kriging/Complex engineering structures/Active learning/Uncertainty

分类

通用工业技术

引用本文复制引用

Yulian GONG,Jianguo ZHANG,Dan XU,Ying HUANG..Quantile-based optimization under uncertainties for complex engineering structures using an active learning basis-adaptive PC-Kriging model[J].Chinese Journal of Aeronautics,2025,38(1):P.340-352,13.

基金项目

supported by the National Key R&D Program of China(No.2021YFB1715000) （No.2021YFB1715000）

the National Natural Science Foundation of China(No.52375073)。（No.52375073）

Chinese Journal of Aeronautics

ISSN：1000-9361

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