piglot.utils.surrogate.optmise_posterior_mean

optmise_posterior_mean(model: SingleTaskGP, bounds: ndarray) → ndarray[source]

Optimise the posterior mean of the GP model.

Parameters

modelSingleTaskGP: GP model.
boundsnp.ndarray: Bounds for the optimisation problem.

Returns

np.ndarray: Optimal point.