A benchmark of kriging-based infill criteria for noisy optimization

Quantile-Based Optimization of Noisy Computer Experiments With Tunable Precision

(2013) Victor Picheny et al.   TECHNOMETRICS

Kriging metamodel with modified nugget-effect: The heteroscedastic variance case

(2011) J. Yin et al.   COMPUTERS & INDUSTRIAL ENGINEERING

On the Effect of Response Transformations in Sequential Parameter Optimization

(2011) Tobias Wagner et al.   EVOLUTIONARY COMPUTATION

The Correlated Knowledge Gradient for Simulation Optimization of Continuous Parameters using Gaussian Process Regression

(2011) Warren Scott et al.   SIAM JOURNAL ON OPTIMIZATION

Stochastic Kriging for Simulation Metamodeling

(2009) Bruce Ankenman et al.   OPERATIONS RESEARCH

An informational approach to the global optimization of expensive-to-evaluate functions

(2008) Julien Villemonteix et al.   JOURNAL OF GLOBAL OPTIMIZATION

Ns-kriging based microstructural optimization applied to minimizing stochastic variation of homogenized elasticity of fiber reinforced composites

(2008) S. Sakata et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION