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rgp (version 0.4-1)

orderByParetoMeasure: Rearrange points via an arbitrary Pareto-based ranking

Description

Returns a permutation that rearranges points, given as columns in a value matrix, via Pareto-based ranking. Points are ranked by their Pareto front number, ties are broken by the values of measure.

Usage

orderByParetoMeasure(values, measure = crowding_distance)

Arguments

values
The value matrix to return the ordering permutation for. Each column represents a point, each row a dimension.
measure
The measure used for ranking points that lie on the same Pareto front, defaults to crowding_distance.

Value

A permutation to rearrange values based on a Pareto based ranking.