Package keel.Algorithms.Genetic_Rule_Learning.UCS

Interface Summary

Interface	Description
Attribute	This interface has to be implemented for all attributes representation.
Crossover	It's the interface of crossover.
Environment	This interface is the environment interface.
RealMutation	Real Mutation.
Selection	It is the interface for Selection method.
TernaryMutation	Ternary mutation.

Class Summary

Class	Description
Classifier	The classifier contains two classes, the representation and the parameters.
Config	This class contains all the configuration parameters for the XCS.
GA	This is the main class of the genetic algorithm.
MPEnvironment	This is the typical example for a single step problem, the multiplexer.
Parameters	In this class there are all the classifier parameters of UCS.
Population	This class contains a rule-set.
PredictionArray	Prediction array.
RealRep	This class implements the Lower-Upper Bound Representation, i.e., an attribute is represented by [l_i, u_i].
RFreeMutation	This class implements the free mutation.
RNichedMutation	This class performs the niched mutation.
Roulette	This class implements a generic roulette.
RouletteSelection	This class implements Roulette Selection.
SSFileEnvironment	This is the base class for all the single step problems environments that read the examples from a file.
Statistic	This class is used to show and configurate all the possible statistics.
TernaryRep	It contains a char value, that represents the value of the alelle.
TFreeMutation	This class implements the free mutation.
TimeControl	This class makes the UCS time control.
TNichedMutation	This class applies the niched mutation.
TournamentSelection	This class implements the tournament selection method.
TwoPointCrossover	This class implements the two-point crossover operator.
UCS	This class controls the UCS run.
UCSControl	UCSControl.
UniformCrossover	Implements crossover according to the uniform crossover operator