Enhancing surrogate model accuracy in ship design optimization through intelligent constraint-aware sample selection
Chang HaiChao, Hou Wenlong, Liu Zuyuan, Feng Baiwei, Zheng Qiang
Topics & Concepts
Surrogate modelComputer scienceSampling (signal processing)Constraint (computer-aided design)Mathematical optimizationSelection (genetic algorithm)Sample (material)Process (computing)HullData miningReduction (mathematics)TonnagePoint (geometry)Optimization problemEngineering design processSample size determinationData pointFeature selectionArtificial intelligenceSample spaceTime constraintThroughputImportance samplingSpace (punctuation)Cost reductionAlgorithmDesign of experimentsAdvanced Multi-Objective Optimization AlgorithmsShip Hydrodynamics and ManeuverabilityStructural Integrity and Reliability Analysis