Concepedia

Ensemble of surrogates in black-box-type engineering optimization: Recent advances and applications

Hao Chen, Zhilang Zhang, Weikun Li, Qimeng Liu, Kai Sun, Dixia Fan, Weicheng Cui

Expert Systems with Applications · 2024 · 18 citations · 105 references

Concepts

ComputingComputational EngineeringMathematicsDesign OptimizationOptimizationProcess Systems EngineeringEnsemble LearningEnsemble MethodsOptimization TheorySurrogate ModelingSurrogate-assisted OptimizationSurrogate-based OptimizationEnsemble SurrogatesGradient-enhanced SurrogatesSurrogate Model ConstructionSurrogate-assisted Design OptimizationSurrogate-based Optimization Under Uncertainty

References

105

Neural networks for pattern recognition

Choice Reviews Online · 1994 · 18.7K citations

Computing, Computer Science, Computer Vision +13

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

Computing, Computer Science, Data Science +14

Multiquadric equations of topography and other irregular surfaces

Rolland L. Hardy · Journal of Geophysical Research Atmospheres · 1971 · 2.7K citations

Architecture, Geoinformatics, Computational Geometry +14

Recent advances in surrogate-based optimization

Alexander I. J. Forrester, Andy J. Keane · Progress in Aerospace Sciences · 2009 · 2.3K citations

Natural Sciences, Computational Engineering, Mathematics +14

The origins of kriging

Noel Cressie · Mathematical Geology · 1990 · 1.7K citations

Humanities, Earth Sciences, Stochastic Processes +3