Reliability-based topology optimization using stochastic gradients
Subhayan De, Kurt Maute, Alireza Doostan
Topics & Concepts
Mathematical optimizationProbability density functionTopology optimizationBenchmark (surveying)Parametric statisticsBayes' theoremMathematicsSampling (signal processing)Importance samplingComputer scienceStochastic gradient descentBayesian probabilityMonte Carlo methodStatisticsMachine learningEngineeringFinite element methodArtificial neural networkGeographyStructural engineeringComputer visionGeodesyFilter (signal processing)Topology Optimization in EngineeringProbabilistic and Robust Engineering DesignAdvanced Multi-Objective Optimization Algorithms