Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO
Guillaume Briffoteaux, Maxime Gobert, Romain Ragonnet, Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
Topics & Concepts
Computer scienceArtificial neural networkBayesian probabilityBayesian networkSurrogate modelBayesian optimizationArtificial intelligenceMachine learningMachine Learning and Data ClassificationGaussian Processes and Bayesian InferenceAdvanced Multi-Objective Optimization Algorithms