Bayesian optimization using deep Gaussian processes with applications to aerospace system design
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El‐Ghazali Talbi, Nouredine Melab
Topics & Concepts
Bayesian optimizationGaussian processGaussianComputer scienceCMA-ESCovarianceContext (archaeology)Mathematical optimizationOptimization problemBayesian probabilityTest functions for optimizationCovariance functionArtificial intelligenceMathematicsAlgorithmCovariance matrixMulti-swarm optimizationStatisticsPaleontologyBiologyPhysicsQuantum mechanicsGaussian Processes and Bayesian InferenceAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design Methods