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Global optimization with structural reliability analysis methods

delete2026-09-22
delete0
PRE
AI
Z
Zeming Chang
L
Luyi Li *
Y
Yushan Liu
DOI：10.1016/j.ymssp.2026.114994delete
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Abstract

Abstract

En 中文
• A global optimization framework with structural reliability analysis is proposed. • Unconstrained and constrained problems require one or two reliability analyses. • A failure probability-based criterion guides the selection of parameter T. • GO-SR accommodates reliability methods that generate failure-domain samples. • An adaptive HMC-based SuS method improves optimization efficiency and stability.
Keywords:
Global optimization
Bayesian updating
Reliability analysis
Subset simulation
Hamiltonian Monte Carlo

Journal

Mechanical Systems and Signal Processing cover
Mechanical Systems and Signal Processing
IF:
8.9
Papers:
1.3W
Citations:
6.6W

Organization

N
northwestern polytechnical university
Scholars:
1.1K
Papers: 327
Citations: 0
A
aviation industry corporation of china first aircraft institute
Scholars:
2
Papers: 1
Citations: 0
Cited Papers

Cited Papers

No cited papers available