keel.Algorithms.Instance_Generation.SFLSDE

Class SFLSDEGenerator

java.lang.Object

keel.Algorithms.Instance_Generation.Basic.PrototypeGenerator

keel.Algorithms.Instance_Generation.SFLSDE.SFLSDEGenerator

public class SFLSDEGenerator
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
SFLSDEGenerator(PrototypeSet _trainingDataSet, int neigbors, int poblacion, int perc, int iteraciones, double F, double CR, int strg) Build a new SFLSDEGenerator Algorithm
SFLSDEGenerator(PrototypeSet t, Parameters parameters) Build a new SFLSDEGenerator Algorithm

Method Summary

Modifier and Type	Method and Description
double	lsff(double Fi, double CRi, PrototypeSet[] population, int actual, int mejor) Local Search Fitness Function
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	mutant(PrototypeSet[] population, int actual, int mejor, double SFi)
PrototypeSet	reduceSet() Generate a reduced prototype set by the SFLSDEGenerator method.
PrototypeSet	SFGSS(PrototypeSet[] population, int actual, int mejor, double CRi) SFGSS local Search.
PrototypeSet	SFHC(PrototypeSet[] population, int actual, int mejor, 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

SFLSDEGenerator

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

Build a new SFLSDEGenerator Algorithm

SFLSDEGenerator

public SFLSDEGenerator(PrototypeSet t,
                       Parameters parameters)

Build a new SFLSDEGenerator 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,
                           int actual,
                           int mejor,
                           double SFi)

lsff

public double lsff(double Fi,
                   double CRi,
                   PrototypeSet[] population,
                   int actual,
                   int mejor)

Local Search Fitness Function

SFGSS

public PrototypeSet SFGSS(PrototypeSet[] population,
                          int actual,
                          int mejor,
                          double CRi)

SFGSS local Search.

Parameters:

population -

SFHC

public PrototypeSet SFHC(PrototypeSet[] population,
                         int actual,
                         int mejor,
                         double SFi,
                         double CRi)

SFHC local search

reduceSet

public PrototypeSet reduceSet()

Generate a reduced prototype set by the SFLSDEGenerator method.

Overrides:

reduceSet in class PrototypeGenerator

Returns:

Reduced set by SFLSDEGenerator'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.