Variable-fidelity probability of improvement method for efficient global optimization of expensive black-box problems
Xiongfeng Ruan, Ping Jiang, Qi Zhou, Jiexiang Hu, Leshi Shu
Topics & Concepts
Surrogate modelFidelityKrigingVariable (mathematics)Computer scienceMathematical optimizationBlack boxSampling (signal processing)Function (biology)AlgorithmMathematicsArtificial intelligenceMachine learningFilter (signal processing)Evolutionary biologyComputer visionTelecommunicationsMathematical analysisBiologyAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignOptimal Experimental Design Methods