non_dominated_fronts function

Calculate of Non-Dominated Front

A fast approach for calculate Non-Dominated Fronts.

non_dominated_fronts(object)

Arguments

• object: An object of class 'nsga', usually resulting from a call to function nsga, nsga2 and nsga3.

Returns

A list with 'non-dominated fronts' and 'occupied positions' on the fronts.

Details

Function to determine the non-dominated fronts of a population and the aptitude value.

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

nsga(), nsga2() and nsga3()

Author(s)

Francisco Benitez benitezfj94@gmail.com