NSGA-RF: Elitist non-dominated sorting genetic algorithm region-focused
Nieremberg J. P. de Lyra Ramos, Glauco Filho Fontgalland, Alfrêdo Gomes Neto, S. E. Barbin · 2017
This paper presents a proposal for the modification of the Elitist Non-dominated Sorting Genetic Algorithm (NSGA-II) whose operation is based on the concepts of dominance found in the principle of Pareto efficiency. The proposed modification is about the domain to be analyzed by the algorithm, which is then restricted to a region near the point of interest, thus being faster and with a lower computational cost due to the smaller search space.