On-the-fly model reduction for large-scale structural topology optimization using principal components analysis
Manyu Xiao, Dongcheng Lu, Piotr Breitkopf, Balaji Raghavan, Subhrajit Dutta, Weihong Zhang
Topics & Concepts
Topology optimizationMathematical optimizationComputer scienceBasis (linear algebra)Benchmark (surveying)Projection (relational algebra)Convergence (economics)Finite element methodOptimization problemReduction (mathematics)Engineering optimizationEngineering design processTopology (electrical circuits)MathematicsAlgorithmEngineeringGeodesyEconomicsGeometryMechanical engineeringGeographyEconomic growthStructural engineeringCombinatoricsTopology Optimization in EngineeringAdvanced Multi-Objective Optimization AlgorithmsComposite Structure Analysis and Optimization