deephyper.skopt.moo.pareto_front

deephyper.skopt.moo.pareto_front(y, sort=False)

Extract the pareto front (actual objective values of the non-dominated set).

Parameters:

• y (array or list) – Array or list of size (n_points, n_objectives).

• sort (bool, optional) – Whether to sort the pareto front (practical to plot in 2D or 3D). Defaults to False.

Returns:

Subarray of y representing the pareto front.

Return type:

array