keel.Algorithms.Fuzzy_Rule_Learning.Genetic.ClassifierFuzzySGERD

Class Population

java.lang.Object

keel.Algorithms.Fuzzy_Rule_Learning.Genetic.ClassifierFuzzySGERD.Population

public class Population
extends java.lang.Object

This class contains the population for the genetic algorithm

Since:

JDK1.5

Version:

1.2

Author:

Written by Alberto Fernández (University of Granada) 29/10/2007, Modified by Jesus Alcalá (University of Granada) 24/05/2009

Constructor Summary

Constructors

Constructor and Description
Population() Default Constructor
Population(RuleBase ruleBase, int Q, myDataset train, int totalLabels) Constructor with parameters

Method Summary

Modifier and Type	Method and Description
RuleBase	bestRB() It returns the best rule base obtained
boolean	BETTER(int a, int b) Maximization
void	Generation() It performs the generation process
void	writeFile(java.lang.String filename) It writes the best rule base obtained into file

Methods inherited from class java.lang.Object

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

Constructor Detail

Population

public Population()

Default Constructor

Population

public Population(RuleBase ruleBase,
                  int Q,
                  myDataset train,
                  int totalLabels)

Constructor with parameters

Parameters:

ruleBase - RuleBase a given rule base

Q - int a given factor

train - myDataset the training set

totalLabels - int the total number of fuzzy labels

Method Detail

BETTER

public boolean BETTER(int a,
                      int b)

Maximization

Parameters:

a - int first number

b - int second number

Returns:

boolean true if a is better than b

Generation

public void Generation()

It performs the generation process

writeFile

public void writeFile(java.lang.String filename)

It writes the best rule base obtained into file

Parameters:

filename - String the name of the file

bestRB

public RuleBase bestRB()

It returns the best rule base obtained

Returns:

RuleBase the best rule base obtained