A multi-fidelity Bayesian optimization approach based on the expected further improvement
Leshi Shu, Ping Jiang, Yan Wang
Topics & Concepts
Bayesian optimizationKrigingFidelityComputer scienceEngineering optimizationMathematical optimizationSampling (signal processing)Engineering design processMetamodelingOptimization problemBayesian probabilityGlobal optimizationHigh fidelityScale (ratio)Machine learningAlgorithmArtificial intelligenceEngineeringMathematicsTelecommunicationsQuantum mechanicsFilter (signal processing)Programming languageElectrical engineeringComputer visionMechanical engineeringPhysicsAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsProbabilistic and Robust Engineering Design