Optimization and Engineering · 2015 · 69 citations · 22 references
ComputingComputational EngineeringMathematicsData AnalyticsMachine LearningOptimizationConvex AnalysisConvex OptimizationDimensionality ReductionSurrogate ModelingSurrogate-assisted OptimizationSurrogate-based OptimizationData-driven ModelingGradient-enhanced SurrogatesHigh-dimensional Surrogate ModelingSurrogate Model ConstructionSurrogate-assisted Design Optimization
22
Data clustering: 50 years beyond K-means
Anil K. Jain · Pattern Recognition Letters · 2009 · 9.2K citations
Surrogate-based analysis and optimization
Néstor V. Queipo, Raphael T. Haftka, Tushar Goel et al. · Progress in Aerospace Sciences · 2005 · 2.3K citations · Full text
Architecture, Computational Engineering, Systems Engineering +12
Metamodels for Computer-based Engineering Design: Survey and recommendations
Timothy W. Simpson, J.D. Poplinski, Patrick Koch et al. · Engineering With Computers · 2001 · 1.9K citations