Efficient initialization for multi-fidelity surrogate-based optimization
Jeroen Wackers, Riccardo Pellegrini, Andrea Serani, Michel Visonneau, Matteo Diez
Topics & Concepts
InitializationComputer scienceSurrogate modelFidelityAdaptive samplingSampling (signal processing)Set (abstract data type)A priori and a posterioriMathematical optimizationReduction (mathematics)Machine learningSurrogate dataProcess (computing)Artificial intelligenceMathematicsProgramming languageOperating systemComputer visionQuantum mechanicsEpistemologyMonte Carlo methodPhilosophyNonlinear systemFilter (signal processing)StatisticsPhysicsGeometryTelecommunicationsAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignModel Reduction and Neural Networks