public class ClassifierFuzzyGP
extends java.lang.Object
ClassifierFuzzyGP is intended to generate a Fuzzy Rule Based System
(FRBS) classifier using an Genetic Programming (GP).
This class makes used of the following classes:
FuzzyGPClassifier
: the classifier to be learned
GeneticAlgorithm
: to optimize following the GP rules, The concrete
algorithm used depends on the Steady parameter
varying between the GeneticAlgorithmSteady
if set,
otherwise GeneticAlgorithmGenerational
.
Detailed in:
L. Sánchez, I. Couso, J.A. Corrales. Combining GP Operators With SA Search To
Evolve Fuzzy Rule Based Classifiers. Information Sciences 136:1-4 (2001)
175-192.
Constructor and Description |
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ClassifierFuzzyGP() |
Modifier and Type | Method and Description |
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static void |
main(java.lang.String[] args)
This public static method runs the algorithm that this class concerns with.
|