Package edu.udo.cs.yale.operator.features.aggregation

Provides operators for automatic feature aggregation.

See:
Description

Interface Summary

AggregationSelection

Should perform a selection on the given population list.

Class Summary

AggregationCrossover	Performs a usual GA crossover on integer arrays.
AggregationIndividual	Individuals contain the feature information and the fitness.
AggregationMutation	Performs an aggregation mutation on integer arrays.
AggregationNonDominatedSortingSelection	Performs the non-dominated sorting selection from NSGA-II.
AggregationNonDominatedSortingSelection.CriteriaComparator	The comparator for aggregation individuals using the fitness values of the m-th criterion.
AggregationNonDominatedSortingSelection.CrowdingComparator	The comparator for aggregation individuals using the crowding distance.
AggregationPopulationPlotter	Plots the current generation's Pareto set.
AggregationTournamentSelection	Performs a tournament selection on the given population list.
EvolutionaryFeatureAggregation	Performs an evolutionary feature aggregation.

Package edu.udo.cs.yale.operator.features.aggregation Description

Provides operators for automatic feature aggregation. These are wrappers that can create new attributes a given example set.