Surrogate information transfer and fusion in high-dimensional expensive optimization problems
Yong Pang, Shuai Zhang, Yaochu Jin, Yitang Wang, Xiaonan Lai, Xueguan Song
Topics & Concepts
KrigingHyperparameterComputer scienceSurrogate modelLeverage (statistics)Radial basis functionMathematical optimizationGaussian processParticle swarm optimizationAlgorithmBenchmark (surveying)Machine learningBayesian optimizationArtificial intelligenceGaussianMathematicsArtificial neural networkPhysicsGeographyGeodesyQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsOptimal Experimental Design MethodsMetaheuristic Optimization Algorithms Research