Fig. 6

The fourth step of the Bayesian optimization procedure with \(\kappa =2\). Left: optimized function (solid green line), observed points (blue dots), GPR predictive mean (dashed red line) and standard deviation intervals (orange fill). Right: UCB acquisition function at the current step with star depicting the next guess, which is close to the true maximum