deephyper.skopt.moo.pareto_front

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deephyper.skopt.moo.pareto_front#

deephyper.skopt.moo.pareto_front(y, sort=False, return_idx=False)[source]#

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.

  • return_idx (bool, optional) – Whether to return the indices of the pareto front in the original array. Defaults to False.

Returns:

Subarray of y representing the pareto front.

Return type:

array

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