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authorJohan B. C. Engelen <jbc.engelen@swissonline.ch>2007-08-14 20:54:48 +0000
committerjohanengelen <johanengelen@users.sourceforge.net>2007-08-14 20:54:48 +0000
commit55d43e4e27e0ba58a47fad70957dfa989aa173ad (patch)
tree2ccfbac1c50023d08ae32975c876fa2478c1ad2a /src/2geom/conjugate_gradient.cpp
parentFix for bug #1752113; added set_preview_widget_active(false) to FileSaveDialo... (diff)
downloadinkscape-55d43e4e27e0ba58a47fad70957dfa989aa173ad.tar.gz
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Commit LivePathEffect branch to trunk!
(disabled extension/internal/bitmap/*.* in build.xml to fix compilation) (bzr r3472)
Diffstat (limited to 'src/2geom/conjugate_gradient.cpp')
-rw-r--r--src/2geom/conjugate_gradient.cpp134
1 files changed, 134 insertions, 0 deletions
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+/*
+ * conjugate_gradient.cpp
+ *
+ * Copyright 2006 Nathan Hurst <njh@mail.csse.monash.edu.au>
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it either under the terms of the GNU Lesser General Public
+ * License version 2.1 as published by the Free Software Foundation
+ * (the "LGPL") or, at your option, under the terms of the Mozilla
+ * Public License Version 1.1 (the "MPL"). If you do not alter this
+ * notice, a recipient may use your version of this file under either
+ * the MPL or the LGPL.
+ *
+ * You should have received a copy of the LGPL along with this library
+ * in the file COPYING-LGPL-2.1; if not, write to the Free Software
+ * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
+ * You should have received a copy of the MPL along with this library
+ * in the file COPYING-MPL-1.1
+ *
+ * The contents of this file are subject to the Mozilla Public License
+ * Version 1.1 (the "License"); you may not use this file except in
+ * compliance with the License. You may obtain a copy of the License at
+ * http://www.mozilla.org/MPL/
+ *
+ * This software is distributed on an "AS IS" basis, WITHOUT WARRANTY
+ * OF ANY KIND, either express or implied. See the LGPL or the MPL for
+ * the specific language governing rights and limitations.
+ *
+ */
+
+#include <math.h>
+#include <stdlib.h>
+#include <valarray>
+#include <cassert>
+#include "conjugate_gradient.h"
+
+/* lifted wholely from wikipedia. */
+
+using std::valarray;
+
+static void
+matrix_times_vector(valarray<double> const &matrix, /* m * n */
+ valarray<double> const &vec, /* n */
+ valarray<double> &result) /* m */
+{
+ unsigned n = vec.size();
+ unsigned m = result.size();
+ assert(m*n == matrix.size());
+ const double* mp = &matrix[0];
+ for (unsigned i = 0; i < m; i++) {
+ double res = 0;
+ for (unsigned j = 0; j < n; j++)
+ res += *mp++ * vec[j];
+ result[i] = res;
+ }
+}
+
+static double Linfty(valarray<double> const &vec) {
+ return std::max(vec.max(), -vec.min());
+}
+
+double
+inner(valarray<double> const &x,
+ valarray<double> const &y) {
+ double total = 0;
+ for(unsigned i = 0; i < x.size(); i++)
+ total += x[i]*y[i];
+ return total;// (x*y).sum(); <- this is more concise, but ineff
+}
+
+void
+conjugate_gradient(double **A,
+ double *x,
+ double *b,
+ unsigned n,
+ double tol,
+ int max_iterations,
+ bool ortho1) {
+ valarray<double> vA(n*n);
+ valarray<double> vx(n);
+ valarray<double> vb(n);
+ for(unsigned i=0;i<n;i++) {
+ vx[i]=x[i];
+ vb[i]=b[i];
+ for(unsigned j=0;j<n;j++) {
+ vA[i*n+j]=A[i][j];
+ }
+ }
+ conjugate_gradient(vA,vx,vb,n,tol,max_iterations,ortho1);
+ for(unsigned i=0;i<n;i++) {
+ x[i]=vx[i];
+ }
+}
+void
+conjugate_gradient(valarray<double> const &A,
+ valarray<double> &x,
+ valarray<double> const &b,
+ unsigned n, double tol,
+ unsigned max_iterations, bool ortho1) {
+ valarray<double> Ap(n), p(n), r(n);
+ matrix_times_vector(A,x,Ap);
+ r=b-Ap;
+ double r_r = inner(r,r);
+ unsigned k = 0;
+ tol *= tol;
+ while(k < max_iterations && r_r > tol) {
+ k++;
+ double r_r_new = r_r;
+ if(k == 1)
+ p = r;
+ else {
+ r_r_new = inner(r,r);
+ p = r + (r_r_new/r_r)*p;
+ }
+ matrix_times_vector(A, p, Ap);
+ double alpha_k = r_r_new / inner(p, Ap);
+ x += alpha_k*p;
+ r -= alpha_k*Ap;
+ r_r = r_r_new;
+ }
+ //printf("njh: %d iters, Linfty = %g L2 = %g\n", k,
+ //std::max(-r.min(), r.max()), sqrt(r_r));
+ // x is solution
+}
+/*
+ Local Variables:
+ mode:c++
+ c-file-style:"stroustrup"
+ c-file-offsets:((innamespace . 0)(inline-open . 0)(case-label . +))
+ indent-tabs-mode:nil
+ fill-column:99
+ End:
+*/
+// vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=4:softtabstop=4