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Diversity plays an important role in evolutionary multi-objective optimization. Because of this, a number of density estimators (i.e., mechanisms that help to maintain diversity) have been proposed since the early days of multi-objective evolutionary algorithms (MOEAs). Fitness sharing and niching were among the most popular density estimator used with non-elitist MOEAs, but their main drawback was...