Towards a multi-fidelity & multi-objective Bayesian optimization efficient algorithm
Rémy Charayron, Thierry Lefèbvre, Nathalie Bartoli, Joseph Morlier
Topics & Concepts
Bayesian optimizationMathematical optimizationFidelityMulti-objective optimizationComputer scienceKrigingOptimization problemSurrogate modelMetric (unit)Bayesian probabilitySet (abstract data type)Test functions for optimizationAlgorithmMulti-swarm optimizationMathematicsArtificial intelligenceMachine learningEngineeringProgramming languageTelecommunicationsOperations managementAdvanced Multi-Objective Optimization AlgorithmsAdvanced Aircraft Design and TechnologiesAir Traffic Management and Optimization