Exploration-oriented sampling strategies for global surrogate modeling: A comparison between one-stage and adaptive methods
Pietro Lualdi, Ralf Sturm, Tjark Siefkes
Topics & Concepts
Latin hypercube samplingMetamodelingComputer scienceBenchmark (surveying)SolverBlack boxAdaptive samplingSampling (signal processing)Surrogate modelMathematical optimizationProcess (computing)AlgorithmImportance samplingMachine learningArtificial intelligenceMonte Carlo methodMathematicsOperating systemStatisticsGeodesyProgramming languageComputer visionGeographyFilter (signal processing)Advanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignOptimal Experimental Design Methods