Gradient-enhanced kriging for high-dimensional problems

Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method

(2018) Mohamed Amine Bouhlel et al.   ENGINEERING OPTIMIZATION

An Improved Approach for Estimating the Hyperparameters of the Kriging Model for High-Dimensional Problems through the Partial Least Squares Method

(2016) Mohamed Amine Bouhlel et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Gradient based hyper-parameter optimisation for well conditioned kriging metamodels

(2016) Jonathan Ollar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Parallel surrogate-assisted global optimization with expensive functions – a survey

(2016) Raphael T. Haftka et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Surrogate models and mixtures of experts in aerodynamic performance prediction for aircraft mission analysis

(2015) Rhea P. Liem et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Multimission Aircraft Fuel-Burn Minimization via Multipoint Aerostructural Optimization

(2015) Rhea P. Liem et al.   AIAA JOURNAL

Special Section on Multidisciplinary Design Optimization: Metamodeling in Multidisciplinary Design Optimization: How Far Have We Really Come?

(2014) Felipe A. C. Viana et al.   AIAA JOURNAL

Scalable Parallel Approach for High-Fidelity Steady-State Aeroelastic Analysis and Adjoint Derivative Computations

(2014) Gaetan K. W. Kenway et al.   AIAA JOURNAL

Review and Unification of Methods for Computing Derivatives of Multidisciplinary Computational Models

(2013) Joaquim R. R. A. Martins et al.   AIAA JOURNAL

Expected improvement in efficient global optimization through bootstrapped kriging

(2011) Jack P. C. Kleijnen et al.   JOURNAL OF GLOBAL OPTIMIZATION

Constrained optimization in expensive simulation: Novel approach

(2009) Jack P.C. Kleijnen et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Choosing the Sample Size of a Computer Experiment: A Practical Guide

(2009) Jason L. Loeppky et al.   TECHNOMETRICS

ADjoint: An Approach for the Rapid Development of Discrete Adjoint Solvers

(2008) C. A. Mader et al.   AIAA JOURNAL

Building Efficient Response Surfaces of Aerodynamic Functions with Kriging and Cokriging

(2008) J. Laurenceau et al.   AIAA JOURNAL