A novel hybrid adaptive scheme for kriging-based reliability estimation -- a comparative study

DOI10.1016/j.apm.2022.03.015zbMath1503.62015OpenAlexW4220873401MaRDI QIDQ2109586

Zhen-Zhou Zhao, Miao Liu, Yuan-Zhuo Ma, Hong-Shuang Li, Hang Nan

Publication date: 21 December 2022

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apm.2022.03.015

zbMATH Keywords

comparative studyhybrid adaptive schemeinitial samplingkriging-based probability estimation

Mathematics Subject Classification ID

Monte Carlo methods (65C05) Statistical sampling theory and related topics (62D99)

Related Items (1)

A Kriging-assisted global reliability-based design optimization algorithm with a reliability-constrained expected improvement

Uses Software

• DACE
• AK-MCS

Cites Work

• Realistic and efficient reliability estimation for aerospace structures
• The number theoretical method in response analysis of nonlinear stochastic structures
• Low-discrepancy and low-dispersion sequences
• A novel fractional moments-based maximum entropy method for high-dimensional reliability analysis
• A new learning function for kriging and its applications to solve reliability problems in engineering
• An adaptive metamodel-based subset importance sampling approach for the assessment of the functional failure probability of a thermal-hydraulic passive system
• An adaptive divergence-based method for structural reliability analysis via multiple kriging models
• General multi-dimensional probability integration by directional simulation
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