Efficiency enhancement of optimized Latin hypercube sampling strategies: Application to Monte Carlo uncertainty analysis and meta-modeling

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44K citations

Numerical Analysis, Large-scale Global Optimization, Computational Science +15

A method for the solution of certain non-linear problems in least squares

Kenneth Levenberg · Quarterly of Applied Mathematics · 1944 · 12K citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +9

Practical Nonparametric Statistics

David J. Groggel, W. J. Conover · Technometrics · 2000 · 11.1K citations

Engineering, Discrete Probability, Biostatistics +8

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 · 7.5K citations

Engineering, Sample Mean, Monte Carlo Methods +28

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