keel.Algorithms.Instance_Generation.PSO

Class PSOGenerator

java.lang.Object

keel.Algorithms.Instance_Generation.Basic.PrototypeGenerator

keel.Algorithms.Instance_Generation.PSO.PSOGenerator

public class PSOGenerator
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
PSOGenerator(PrototypeSet _trainingDataSet, int neigbors, int poblacion, int perc, int iteraciones, double c1, double c2, double vmax, double wstart, double wend) Build a new PSOGenerator Algorithm
PSOGenerator(PrototypeSet t, Parameters parameters) Build a new PSOGenerator 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.
PrototypeSet	reduceSet() Generate a reduced prototype set by the PSOGenerator 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

numberOfPrototypes

protected int numberOfPrototypes

numberOfClass

protected int numberOfClass

Constructor Detail

PSOGenerator

public PSOGenerator(PrototypeSet _trainingDataSet,
                    int neigbors,
                    int poblacion,
                    int perc,
                    int iteraciones,
                    double c1,
                    double c2,
                    double vmax,
                    double wstart,
                    double wend)

Build a new PSOGenerator Algorithm

PSOGenerator

public PSOGenerator(PrototypeSet t,
                    Parameters parameters)

Build a new PSOGenerator Algorithm

Parameters:

t - Original prototype set to be reduced.

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

Method Detail

reduceSet

public PrototypeSet reduceSet()

Generate a reduced prototype set by the PSOGenerator method.

Overrides:

reduceSet in class PrototypeGenerator

Returns:

Reduced set by PSOGenerator'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.