Surrogate-based Robust Airfoil Optimization under Aleatory Flight Condition and Geometric Uncertainties

[1]  L. Huyse,et al.  Robust airfoil optimization to achieve drag reduction over a range of Mach numbers , 2002 .

[2]  Barry L. Nelson,et al.  Stochastic kriging for simulation metamodeling , 2008, 2008 Winter Simulation Conference.

[3]  Ding Jifeng,et al.  Robust Airfoil Optimization with Multi-objective Estimation of Distribution Algorithm , 2008 .

[4]  Mark Drela,et al.  Pros & Cons of Airfoil Optimization , 1998 .

[5]  Stefan Görtz,et al.  Alternative Cokriging Method for Variable-Fidelity Surrogate Modeling , 2012 .

[6]  Andy J. Keane,et al.  Recent advances in surrogate-based optimization , 2009 .

[7]  Zhong-Hua Han,et al.  Numerical Study of High-Resolution Scheme Based on Preconditioning Method , 2008 .

[8]  Stefan Görtz,et al.  Improving variable-fidelity surrogate modeling via gradient-enhanced kriging and a generalized hybrid bridge function , 2013 .

[9]  Zhong-Hua Han,et al.  Optimization of Active Flow Control over an Airfoil Using a Surrogate-Management Framework , 2010 .

[10]  Stefan Görtz,et al.  Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling , 2012 .

[11]  Eugenio Oñate,et al.  Lift maximization with uncertainties for the optimization of high lift devices using Multi-Criterion Evolutionary Algorithms , 2009, 2009 IEEE Congress on Evolutionary Computation.

[12]  Zhong-Hua Han,et al.  Surrogate-Based Optimization , 2012, Engineering Design Optimization.

[13]  Zhong-Hua Han,et al.  Surrogate-based Aerodynamic Shape Optimization with Application to Wind Turbine Airfoils , 2013 .

[14]  N. Cressie The origins of kriging , 1990 .

[15]  Andy J. Keane,et al.  Engineering Design via Surrogate Modelling - A Practical Guide , 2008 .

[16]  Xi Chen,et al.  Enhancing Stochastic Kriging Metamodels with Gradient Estimators , 2013, Oper. Res..

[17]  Xi Chen,et al.  Stochastic kriging with biased sample estimates , 2014, ACM Trans. Model. Comput. Simul..