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.
Robust compliance topology optimization based on the topological derivative concept.International Journal for Numerical Methods in Engineering, 106(11):889–903
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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.