Small ensembles of kriging models for optimization

Hossein Mohammadi, Rodolphe Le Riche, Eric Touboul

The Efficient Global Optimization (EGO) algorithm uses a conditional Gaus-sian Process (GP) to approximate an objective function known at a finite number of observation points and…