Modeling and Optimization with Gaussian Processes in Reduced Eigenbases -- Extended Version

David Gaudrie, Rodolphe Le Riche, Victor Picheny +2

Parametric shape optimization aims at minimizing an objective function f(x) where x are CAD parameters. This task is difficult when f is the output of an expensive-to-evaluate nume…