keel.Algorithms.Instance_Generation.IPLDE

Class IPLDEGenerator

java.lang.Object

keel.Algorithms.Instance_Generation.Basic.PrototypeGenerator

keel.Algorithms.Instance_Generation.IPLDE.IPLDEGenerator

public class IPLDEGenerator
extends PrototypeGenerator

Version:

1.0

Author:

Isaac Triguero

Field Summary

Fields

Modifier and Type	Field and Description
protected int	numberOfClass
protected int	numberOfPrototypes

Fields inherited from class keel.Algorithms.Instance_Generation.Basic.PrototypeGenerator

algorithmName, generatedDataSet, SEED, seedDefaultValueList, trainingDataSet

Constructor Summary

Constructors

Constructor and Description
IPLDEGenerator(PrototypeSet _trainingDataSet, int neigbors, int poblacion, int perc, int iteraciones, double F, double CR, int strg) Build a new IPLDEGenerator Algorithm
IPLDEGenerator(PrototypeSet t, Parameters parameters) Build a new IPLDEGenerator Algorithm

Method Summary

Modifier and Type	Method and Description
PrototypeSet	basicDE(PrototypeSet myTrain)
double	lsff(double Fi, double CRi, PrototypeSet population) Local Search Fitness Function
static void	main(java.lang.String[] args) General main for all the prototoype generators
PrototypeSet	mutant(PrototypeSet population, double SFi)
PrototypeSet	reduceSet() Generate a reduced prototype set by the IPLDEGenerator method.
PrototypeSet	SFGSS(PrototypeSet population, double CRi) SFGSS local Search.
PrototypeSet	SFHC(PrototypeSet population, double SFi, double CRi) SFHC local search

Methods inherited from class keel.Algorithms.Instance_Generation.Basic.PrototypeGenerator

absoluteAccuracy, absoluteAccuracyAndError, absoluteAccuracyKNN, accuracy, accuracy2, desordenar_vector_sin, desordenar_vector, execute, generateReducedDataSet, getResultingAccuracy, getResultingAccuracy, getResults, getResultsOfAccuracy, getResultsOfAccuracy, getSeed, getSetSizeFromPercentage, getSetSizeFromPercentage, getTime, inic_vector_sin, inic_vector, saveResultsOfAccuracyIn, saveResultsOfAccuracyIn, selecRandomSet, setSeed, showResultsOfAccuracy, showResultsOfAccuracy

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

numberOfClass

protected int numberOfClass

numberOfPrototypes

protected int numberOfPrototypes

Constructor Detail

IPLDEGenerator

public IPLDEGenerator(PrototypeSet _trainingDataSet,
                      int neigbors,
                      int poblacion,
                      int perc,
                      int iteraciones,
                      double F,
                      double CR,
                      int strg)

Build a new IPLDEGenerator Algorithm

IPLDEGenerator

public IPLDEGenerator(PrototypeSet t,
                      Parameters parameters)

Build a new IPLDEGenerator Algorithm

Parameters:

t - Original prototype set to be reduced.

parameters - Parameters of the algorithm (only % of reduced set).

Method Detail

mutant

public PrototypeSet mutant(PrototypeSet population,
                           double SFi)

lsff

public double lsff(double Fi,
                   double CRi,
                   PrototypeSet population)

Local Search Fitness Function

SFGSS

public PrototypeSet SFGSS(PrototypeSet population,
                          double CRi)

SFGSS local Search.

Parameters:

population -

SFHC

public PrototypeSet SFHC(PrototypeSet population,
                         double SFi,
                         double CRi)

SFHC local search

basicDE

public PrototypeSet basicDE(PrototypeSet myTrain)

reduceSet

public PrototypeSet reduceSet()

Generate a reduced prototype set by the IPLDEGenerator method.

Overrides:

reduceSet in class PrototypeGenerator

Returns:

Reduced set by IPLDEGenerator's method.

main

public static void main(java.lang.String[] args)

General main for all the prototoype generators

Parameters:

args - Arguments of the main function.