Bayesian optimization using sequential Monte Carlo

Romain Benassi, Julien Bect, Emmanuel Vazquez

We consider the problem of optimizing a real-valued continuous function $f$ using a Bayesian approach, where the evaluations of $f$ are chosen sequentially by combining prior infor…