Modeling an Augmented Lagrangian for Blackbox Constrained Optimization

Optimization Under Constraints by Applying an Asymmetric Entropy Measure

(2015) David V. Lindberg et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

KrigInv: An efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging

(2013) Clément Chevalier et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Global Convergence of Radial Basis Function Trust-Region Algorithms for Derivative-Free Optimization

(2013) Stefan M. Wild et al.   SIAM REVIEW

Quantile-Based Optimization of Noisy Computer Experiments With Tunable Precision

(2013) Victor Picheny et al.   TECHNOMETRICS

Infill sampling criteria for surrogate-based optimization with constraint handling

(2012) J. M. Parr et al.   ENGINEERING OPTIMIZATION

Application of MATLAB and Python optimizers to two case studies involving groundwater flow and contaminant transport modeling

(2011) L. Shawn Matott et al.   COMPUTERS & GEOSCIENCES

Particle Learning of Gaussian Process Models for Sequential Design and Optimization

(2011) Robert B. Gramacy et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Bayesian Treed Gaussian Process Models With an Application to Computer Modeling

(2008) Robert B Gramacy et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION