/*********************************************************************** This file is part of KEEL-software, the Data Mining tool for regression, classification, clustering, pattern mining and so on. Copyright (C) 2004-2010 F. Herrera (herrera@decsai.ugr.es) L. S�nchez (luciano@uniovi.es) J. Alcal�-Fdez (jalcala@decsai.ugr.es) S. Garc�a (sglopez@ujaen.es) A. Fern�ndez (alberto.fernandez@ujaen.es) J. Luengo (julianlm@decsai.ugr.es) This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/ **********************************************************************/ package keel.Algorithms.Fuzzy_Rule_Learning.Shared.Fuzzy; /** * <p> * Represents an interval fuzzy set. Each member of a interval fuzzy set has membership value of 1.0. * </p> * * <p> * @author Written by Luciano S�nchez (University of Oviedo) 25/01/2004 * @author Modified by Enrique A. de la Cal (University of Oviedo) 13/12/2008 * @version 1.0 * @since JDK1.4 * </p> */ public class FuzzyInterval extends Fuzzy { //The extremes of the interval fuzzy set. double a,b; /** * <p> * Returns the lower extreme of the interval fuzzy set. * * </p> * @return the lower extreme of the interval fuzzy set. */ public double a() { return a; } /** * <p> * Returns the upper extreme of the interval fuzzy set. * * </p> * @return the upper extreme of the interval fuzzy set. */ public double b() { return b; } /** * <p> * A constructor for an interval fuzzy set, given the extremes. * * </p> * @param pa the lower extreme of the interval fuzzy set. * @param pb the upper extreme of the interval fuzzy set. */ public FuzzyInterval(double pa, double pb) { a=pa; b=pb; } /** * <p> * A copy constructor for an interval fuzzy set, given other interval fuzzy set. * * </p> * @param pa to be copied. */ public FuzzyInterval(FuzzyInterval pa) { a=pa.a; b=pa.b; } /** * <p> * Indicates whether some other object is "equal to" this one. * * </p> * @param B the reference object with which to compare. * @return true if this object is the same as the B argument; false otherwise. */ public boolean equals(Fuzzy B) { if (!(B instanceof FuzzyInterval)) return false; FuzzyInterval bt=(FuzzyInterval) B; if (a!=bt.a) return false; if (b!=bt.b) return false; return true; } /** * <p> * Creates and returns a copy of this object. * * </p> * @return a clone of this instance. */ public Fuzzy clone() { return new FuzzyInterval(this); } /** * <p> * Copies the FuzzyInterval parameter over the present instance. * * </p> * @param pa a FuzzyInterval object to be copied */ public void Asigna(FuzzyInterval pa) { a=pa.a; b=pa.b; } /** * <p> * Returns the membership level for the individual x. * * * </p> * @param x the individual which membership is to be calculated. * @return the membership level for individual x. */ public double evaluateMembership(double x) { if (x>=a && x<=b) return 1; return 0; } /** * <p> * Returns the centroid of the present interval fuzzy set. * * </p> * @return the centroid of the present interval fuzzy set. */ public double massCentre() { return (a+b)/2; } /** * <p> * Creates and returns a FuzzyInterval with the extremes of the support set. * * </p> * @return an interval with the extremes of the support set. */ public FuzzyInterval support() { return new FuzzyInterval(a,b); } /** * <p> * Returns a printable version of the instance. * * </p> * @return a String with a printable version of the interval fuzzy set. */ public String aString() { return "INTERVAL ["+a+", "+b+"]"; } }