Enhanced variable-fidelity surrogate-based optimization framework by Gaussian process regression and fuzzy clustering
Kuo Tian, Zengcong Li, Lei Huang, Kaifan Du, Liangliang Jiang, Bo Wang
Topics & Concepts
Surrogate modelMathematical optimizationCluster analysisGaussian processFuzzy logicSampling (signal processing)Fuzzy clusteringKrigingOptimization problemComputer scienceAlgorithmMathematicsGaussianArtificial intelligenceMachine learningComputer visionFilter (signal processing)Quantum mechanicsPhysicsAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsProbabilistic and Robust Engineering Design