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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Main Authors: | LIU ZeQing, CHENG Xin, YANG XuFeng |
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Format: | Article |
Language: | zho |
Published: |
Editorial Office of Journal of Mechanical Strength
2024-02-01
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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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