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To save time, Gaussian processes are not updated after the last iteration
in addIterations(). The user can do this manually, using this function
if they wish.
updateGP(optObj, bounds = optObj$bounds, verbose = 1)an object of class bayesOpt
The bounds to scale the parameters within.
Should the user be warned if the GP is already up to date?
a bayesOpt object with updated Gaussian Processes.