A new RBTO method uses large deviation theory for closed-form rare-event probability estimates and SGD updates to optimize structures while meeting explicit reliability targets on beam benchmarks.
Level set based robust shape and topology optimization under random field uncertainties.Structural and Multidisciplinary Optimization, 41(4):507–524
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Reliability-based Topology Optimization using Large Deviation Theory
A new RBTO method uses large deviation theory for closed-form rare-event probability estimates and SGD updates to optimize structures while meeting explicit reliability targets on beam benchmarks.