selNondom function

Non-dominated sorting selector.

Non-dominated sorting selector.

Applies non-dominated sorting of the objective vectors and subsequent crowding distance computation to select a subset of individuals. This is the selector used by the famous NSGA-II EMOA (see nsga2).

selNondom(fitness, n.select)

Arguments

  • fitness: [matrix]

    Matrix of fitness values (each column contains the fitness value(s) of one individual).

  • n.select: [integer(1)]

    Number of elements to select.

Returns

[setOfIndividuals]

See Also

Other selectors: selDomHV(), selGreedy(), selRanking(), selRoulette(), selSimple(), selTournament()

  • Maintainer: Jakob Bossek
  • License: GPL-3
  • Last published: 2023-03-08