Computing Utility.
Utility(x_vec, GP, acq = "ucb", y_max, kappa, eps)
negative utility to be minimized
a vector of scaled hyperparameters
an object of class GP
Acquisition function type to be used
The current maximum known value of the target utility function
tunable parameter kappa to balance exploitation against exploration
tunable parameter epsilon to balance exploitation against exploration