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Diffstat (limited to 'src/de/lmu/ifi/dbs/elki/math/linearalgebra/EigenPair.java')
-rw-r--r-- | src/de/lmu/ifi/dbs/elki/math/linearalgebra/EigenPair.java | 105 |
1 files changed, 105 insertions, 0 deletions
diff --git a/src/de/lmu/ifi/dbs/elki/math/linearalgebra/EigenPair.java b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/EigenPair.java new file mode 100644 index 00000000..6ee04aa5 --- /dev/null +++ b/src/de/lmu/ifi/dbs/elki/math/linearalgebra/EigenPair.java @@ -0,0 +1,105 @@ +package de.lmu.ifi.dbs.elki.math.linearalgebra; +/* +This file is part of ELKI: +Environment for Developing KDD-Applications Supported by Index-Structures + +Copyright (C) 2011 +Ludwig-Maximilians-Universität München +Lehr- und Forschungseinheit für Datenbanksysteme +ELKI Development Team + +This program is free software: you can redistribute it and/or modify +it under the terms of the GNU Affero 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 Affero General Public License for more details. + +You should have received a copy of the GNU Affero General Public License +along with this program. If not, see <http://www.gnu.org/licenses/>. +*/ + +import de.lmu.ifi.dbs.elki.utilities.FormatUtil; + +/** + * Helper class which encapsulates an eigenvector and its corresponding + * eigenvalue. This class is used to sort eigenpairs. + * + * @author Elke Achtert + * + * @apiviz.composedOf Matrix + */ +public class EigenPair implements Comparable<EigenPair> { + /** + * The eigenvector as a matrix. + */ + private Vector eigenvector; + + /** + * The corresponding eigenvalue. + */ + private double eigenvalue; + + /** + * Creates a new EigenPair object. + * + * @param eigenvector the eigenvector as a matrix + * @param eigenvalue the corresponding eigenvalue + */ + public EigenPair(Vector eigenvector, double eigenvalue) { + this.eigenvalue = eigenvalue; + this.eigenvector = eigenvector; + } + + /** + * Compares this object with the specified object for order. Returns a + * negative integer, zero, or a positive integer as this object's eigenvalue + * is greater than, equal to, or less than the specified object's eigenvalue. + * + * @param o the Eigenvector to be compared. + * @return a negative integer, zero, or a positive integer as this object's + * eigenvalue is greater than, equal to, or less than the specified + * object's eigenvalue. + */ + @Override + public int compareTo(EigenPair o) { + if(this.eigenvalue < o.eigenvalue) { + return -1; + } + if(this.eigenvalue > o.eigenvalue) { + return +1; + } + return 0; + } + + /** + * Returns the eigenvector. + * + * @return the eigenvector + */ + public Vector getEigenvector() { + return eigenvector; + } + + /** + * Returns the eigenvalue. + * + * @return the eigenvalue + */ + public double getEigenvalue() { + return eigenvalue; + } + + /** + * Returns a string representation of this EigenPair. + * + * @return a string representation of this EigenPair + */ + @Override + public String toString() { + return "(ew = " + FormatUtil.format(eigenvalue) + ", ev = [" + FormatUtil.format(eigenvector) + "])"; + } +}
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