Study of a hull form optimization system based on a Gaussian process regression algorithm and an adaptive sampling strategy, Part I: Single-objective optimization
Penghui Wang, Yukun Feng, Zuogang Chen, Yi Dai
Topics & Concepts
Surrogate modelKrigingMathematical optimizationSampling (signal processing)Optimization problemAdaptive samplingGaussian processHullAlgorithmContinuous optimizationComputer scienceMathematicsGaussianEngineeringMulti-swarm optimizationMonte Carlo methodStatisticsMachine learningComputer visionPhysicsQuantum mechanicsFilter (signal processing)Marine engineeringShip Hydrodynamics and ManeuverabilityMaritime Transport Emissions and EfficiencyAdvanced Multi-Objective Optimization Algorithms