A Kriging-based constrained global optimization algorithm for expensive black-box functions with infeasible initial points

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

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Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

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Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 7K citations · Full text

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Sidney Addelman, G. E. P. Box, W. G. Hunter et al. · Technometrics · 1979 · 6.5K citations

Support Vector Machines for Classification and Regression

S.R. Gunn · 1998 · 2.8K citations

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