Variable-fidelity expected improvement based efficient global optimization of expensive problems in presence of simulation failures and its parallelization
Youwei He, Jinju Sun, Peng Song, Xuesong Wang
Topics & Concepts
Surrogate modelComputer scienceMathematical optimizationKrigingVariable (mathematics)FidelityOptimization problemAlgorithmMathematicsMachine learningTelecommunicationsMathematical analysisAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchProbabilistic and Robust Engineering Design