Uses optim function to find parameters that maximize Acquisition Function
maxAcq(GP, TryOver, acq = "ucb", y_max, kappa, eps, parallel, ParMethod,
convThresh)an object of class gp or gp.list
A data.table of initial points to try over.
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
should the search be performed in parallel
convergence threshold. Passed to optim function "L-BFGS-B" factr parameter.
A data table of local optimums.