AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation

Efficient Global Optimization of Expensive Black-Box Functions

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

Natural Sciences, Computer Science, Algorithms +10

Lipschitzian optimization without the Lipschitz constant

Donald R. Jones, C.D. Perttunen, B.E. Stuckman · Journal of Optimization Theory and Applications · 1993 · 2K citations

Natural Sciences, Mathematics, Optimization +11

An Automatic Method of Solving Discrete Programming Problems

A. H. Land, A. G. Doig · Econometrica · 1960 · 1.9K citations

Natural Sciences, Computer Science, Mathematics +9

The intrinsic random functions and their applications

G. Matheron · Advances in Applied Probability · 1973 · 1.4K citations · Full text

Natural Sciences, Mathematics, Statistics +13

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

Barron Bichon, Michael Eldred, Laura Swiler et al. · AIAA Journal · 2008 · 1.1K citations

Engineering, Computational Engineering, Systems Engineering +16