paref.pareto_reflections.fill_gap#

Classes

FillGap(blackbox_function, gap_points)

Fill the gap spanned by m points of dimension m

class paref.pareto_reflections.fill_gap.FillGap(blackbox_function: BlackboxFunction, gap_points: ndarray)[source]#

Fill the gap spanned by m points of dimension m

When to use#

This Pareto reflection should be used if a Pareto point is desired which closes the gap spanned by specified points

Note

This function works best if those points are Pareto optimal.

The Pareto points of this map are (approximately) the Pareto points which are closest to the center of the gap.

Specify the gap and some utopia point

param blackbox_function:: blackbox function to which this reflection is applied
type blackbox_function:: BlackboxFunction
param gap_points:: m points of dimension m defining the gap with first dimension of the numpy array corresponding to the number of points
type gap_points:: np.ndarray