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A comprehensive collection of matrix data structures, linear solvers, least squares methods,
eigenvalue, and singular value decompositions.
Forked from: https://github.com/fommil/matrix-toolkits-java
and added support for eigenvalue computation of general matrices
/*
* Copyright (C) 2003-2006 Bjørn-Ove Heimsund
*
* This file is part of MTJ.
*
* This library is free software; you can redistribute it and/or modify it
* under the terms of the GNU Lesser General Public License as published by the
* Free Software Foundation; either version 2.1 of the License, or (at your
* option) any later version.
*
* This library 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 Lesser General Public License
* for more details.
*
* You should have received a copy of the GNU Lesser General Public License
* along with this library; if not, write to the Free Software Foundation,
* Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
*/
package no.uib.cipr.matrix;
/**
* Givens plane rotation
*/
public class GivensRotation {
/**
* Cosine and sine of the rotation angle. c = x / sqrt(x^2 + y^2), and s =
* -y / sqrt(x^2 + y^2)
*/
private final double c, s;
/**
* Constructs a Givens plane rotation for a given 2-vector
*
* @param x
* First component of the vector
* @param y
* Second component of the vector
*/
public GivensRotation(double x, double y) {
double roe = Math.abs(x) > Math.abs(y) ? x : y;
double scale = Math.abs(x) + Math.abs(y);
if (scale != 0) {
double xs = x / scale;
double ys = y / scale;
double r = scale * Math.sqrt(xs * xs + ys * ys);
if (roe < 0)
r *= -1;
c = x / r;
s = y / r;
} else {
c = 1;
s = 0;
}
}
/**
* Applies the Givens rotation to two elements in a matrix column
*
* @param H
* Matrix to apply to
* @param column
* Column index
* @param i1
* Row index of first element
* @param i2
* Row index of second element
*/
public void apply(Matrix H, int column, int i1, int i2) {
double temp = c * H.get(i1, column) + s * H.get(i2, column);
H.set(i2, column, -s * H.get(i1, column) + c * H.get(i2, column));
H.set(i1, column, temp);
}
/**
* Applies the Givens rotation to two elements of a vector
*
* @param x
* Vector to apply to
* @param i1
* Index of first element
* @param i2
* Index of second element
*/
public void apply(Vector x, int i1, int i2) {
double temp = c * x.get(i1) + s * x.get(i2);
x.set(i2, -s * x.get(i1) + c * x.get(i2));
x.set(i1, temp);
}
}