Parallel Bayesian Global Optimization of Expensive Functions

On the limited memory BFGS method for large scale optimization

Cheng‐Di Dong, Jorge Nocedal · Mathematical Programming · 1989 · 8.3K citations

Mathematical Programming, Large-scale Global Optimization, Computational Science +11

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.5K citations

Design and Analysis of Computer Experiments

Jerome Sacks, William J. Welch, Toby J. Mitchell et al. · Statistical Science · 1989 · 6.9K citations · Full text

Engineering, Machine Learning, Experimental Technology +25

A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code

Michael D. McKay, Richard J. Beckman, W. J. Conover · Technometrics · 2000 · 2.5K citations

Engineering, Sample Mean, Monte Carlo Methods +28

A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise

H. J. Kushner · Journal of Basic Engineering · 1964 · 1.1K citations

Parameter Estimation, Parameter Space, Engineering +22