ACTIVE-LEARNING METHOD BASED ON ALK MODEL AND SUBSET SIMULATION

When estimating very small failure probability, the methods based on active learning Kriging (ALK) model usually need too many candidate points and time-consuming calculation. To address this problem, this paper proposes a two-stage surrogate model method, ALK-SS<sup>2</sup>, which combi...

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Bibliographic Details
Main Authors: LIU ZeQing, CHENG Xin, YANG XuFeng
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Strength 2024-02-01
Series:Jixie qiangdu
Subjects:
Online Access:http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2024.01.013
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