crowding_distance {rmoo} | R Documentation |
Calculation of Crowding Distance
Description
A Crowded-comparison approach.
Usage
crowding_distance(object, nObj)
Arguments
object , nObj |
An object of class 'nsga2', usually resulting from a call to function nsga2. Fitness Function Objective Numbers |
Details
The crowded-comparison operator guides the selection process at the various stages of the algorithm toward a uniformly spread-out Pareto-optimal front
Value
A vector with the crowding-distance between individuals of a population.
Author(s)
Francisco Benitez benitezfj94@gmail.com
References
K. Deb, A. Pratap, S. Agarwal and T. Meyarivan, 'A fast and elitist multiobjective genetic algorithm: NSGA-II,' in IEEE Transactions on Evolutionary Computation, vol. 6, no. 2, pp. 182-197, April 2002, doi: 10.1109/4235.996017.
See Also
[Package rmoo version 0.2.0 Index]