Sequential search based on kriging: convergence analysis of some algorithms

Emmanuel Vazquez, Julien Bect

Let $\FF$ be a set of real-valued functions on a set $\XX$ and let $S:\FF \to \GG$ be an arbitrary mapping. We consider the problem of making inference about $S(f)$, with $f\in\FF$…