paref.pareto_reflections.fill_gap#

Classes

FillGap(dimension_domain, gap_points[, epsilon])

Fill the gap spanned by m points of dimension m

class paref.pareto_reflections.fill_gap.FillGap(dimension_domain: int, gap_points: ndarray, epsilon: float = 0.01)[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 the points are Pareto optimal.

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

\[TBA\]

Examples

TBA

Specify the gap and some utopia point

param dimension_domain:: dimension of the domain of the Pareto reflection
type dimension_domain:: np.ndarray
param gap_points:: m points of dimension m defining the gap with first dimension corresponding to the number of points
type gap_points:: np.ndarray
param epsilon:: epsilon of underlying weighted norm
type epsilon:: float default 0.01