keel.Algorithms.Instance_Generation.JADE

Class JADEGenerator

java.lang.Object

keel.Algorithms.Instance_Generation.Basic.PrototypeGenerator

keel.Algorithms.Instance_Generation.JADE.JADEGenerator

public class JADEGenerator
extends PrototypeGenerator

Version:

1.0

Author:

Isaac Triguero

Field Summary

Fields

Modifier and Type	Field and Description
protected int	numberOfbetters
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
JADEGenerator(PrototypeSet _trainingDataSet, int neigbors, int poblacion, int perc, int iteraciones, double F, double CR, int strg) Build a new JADEGenerator Algorithm
JADEGenerator(PrototypeSet t, Parameters parameters) Build a new JADEGenerator Algorithm

Method Summary

Modifier and Type	Method and Description
static void	main(java.lang.String[] args) General main for all the prototoype generators Arguments: 0: Filename with the training data set to be condensed. 1: Filename which contains the test data set. 3: Seed of the random number generator.
int[]	mejoresParticulas(PrototypeSet[] population, double[] fitness)
PrototypeSet	mutant(PrototypeSet[] population, double[] fitness, int actual, PrototypeSet[] Archivo, int utilArchivo)
PrototypeSet	reduceSet() Generate a reduced prototype set by the JADEGenerator method.

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

numberOfbetters

protected int numberOfbetters

numberOfPrototypes

protected int numberOfPrototypes

Constructor Detail

JADEGenerator

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

Build a new JADEGenerator Algorithm

JADEGenerator

public JADEGenerator(PrototypeSet t,
                     Parameters parameters)

Build a new JADEGenerator Algorithm

Parameters:

t - Original prototype set to be reduced.

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

Method Detail

mejoresParticulas

public int[] mejoresParticulas(PrototypeSet[] population,
                               double[] fitness)

mutant

public PrototypeSet mutant(PrototypeSet[] population,
                           double[] fitness,
                           int actual,
                           PrototypeSet[] Archivo,
                           int utilArchivo)

reduceSet

public PrototypeSet reduceSet()

Generate a reduced prototype set by the JADEGenerator method.

Overrides:

reduceSet in class PrototypeGenerator

Returns:

Reduced set by JADEGenerator's method.

main

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

General main for all the prototoype generators Arguments: 0: Filename with the training data set to be condensed. 1: Filename which contains the test data set. 3: Seed of the random number generator. Always. ************************** 4: .Number of neighbors 5: Swarm Size 6: Particle Size 7: Max Iter 8: C1 9: c2 10: vmax 11: wstart 12: wend

Parameters:

args - Arguments of the main function.