<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"> <html xmlns="http://www.w3.org/1999/xhtml"> <head> <meta http-equiv="Content-Type" content="text/xhtml;charset=UTF-8"/> <title>linbox: examples/smithvalence.C</title> <link href="tabs.css" rel="stylesheet" type="text/css"/> <link href="doxygen.css" rel="stylesheet" type="text/css"/> </head> <body> <!-- Generated by Doxygen 1.7.4 --> <script type="text/javascript"> function hasClass(ele,cls) { return ele.className.match(new RegExp('(\\s|^)'+cls+'(\\s|$)')); } function addClass(ele,cls) { if (!this.hasClass(ele,cls)) ele.className += " "+cls; } function removeClass(ele,cls) { if (hasClass(ele,cls)) { var reg = new RegExp('(\\s|^)'+cls+'(\\s|$)'); ele.className=ele.className.replace(reg,' '); } } function toggleVisibility(linkObj) { var base = linkObj.getAttribute('id'); var summary = document.getElementById(base + '-summary'); var content = document.getElementById(base + '-content'); var trigger = document.getElementById(base + '-trigger'); if ( hasClass(linkObj,'closed') ) { summary.style.display = 'none'; content.style.display = 'block'; trigger.src = 'open.png'; removeClass(linkObj,'closed'); addClass(linkObj,'opened'); } else if ( hasClass(linkObj,'opened') ) { summary.style.display = 'block'; content.style.display = 'none'; trigger.src = 'closed.png'; removeClass(linkObj,'opened'); addClass(linkObj,'closed'); } return false; } </script> <div id="top"> <div id="titlearea"> <table cellspacing="0" cellpadding="0"> <tbody> <tr style="height: 56px;"> <td style="padding-left: 0.5em;"> <div id="projectname">linbox</div> </td> </tr> </tbody> </table> </div> <div id="navrow1" class="tabs"> <ul class="tablist"> <li><a href="index.html"><span>Main Page</span></a></li> <li><a href="pages.html"><span>Related Pages</span></a></li> <li><a href="modules.html"><span>Modules</span></a></li> <li><a href="namespaces.html"><span>Namespaces</span></a></li> <li><a href="annotated.html"><span>Data Structures</span></a></li> <li><a href="files.html"><span>Files</span></a></li> <li><a href="dirs.html"><span>Directories</span></a></li> <li><a href="examples.html"><span>Examples</span></a></li> </ul> </div> </div> <div class="header"> <div class="headertitle"> <div class="title">examples/smithvalence.C</div> </div> </div> <div class="contents"> <p>Valence of sparse matrix over Z or Zp.</p> <div class="fragment"><pre class="fragment"><span class="comment">/* -*- mode: C++; tab-width: 8; indent-tabs-mode: t; c-basic-offset: 8 -*- */</span> <span class="comment">// vim:sts=8:sw=8:ts=8:noet:sr:cino=>s,f0,{0,g0,(0,\:0,t0,+0,=s</span> <span class="comment">/*</span> <span class="comment"> * examples/smithvalence.C</span> <span class="comment"> *</span> <span class="comment"> * Copyright (C) 2010 J-G Dumas</span> <span class="comment"> *</span> <span class="comment"> * This file is part of LinBox.</span> <span class="comment"> *</span> <span class="comment"> * LinBox is free software: you can redistribute it and/or modify</span> <span class="comment"> * it under the terms of the GNU Lesser General Public License as</span> <span class="comment"> * published by the Free Software Foundation, either version 2 of</span> <span class="comment"> * the License, or (at your option) any later version.</span> <span class="comment"> *</span> <span class="comment"> * LinBox is distributed in the hope that it will be useful,</span> <span class="comment"> * but WITHOUT ANY WARRANTY; without even the implied warranty of</span> <span class="comment"> * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the</span> <span class="comment"> * GNU Lesser General Public License for more details.</span> <span class="comment"> *</span> <span class="comment"> * You should have received a copy of the GNU Lesser General Public</span> <span class="comment"> * License along with LinBox. If not, see</span> <span class="comment"> * <http://www.gnu.org/licenses/>.</span> <span class="comment"> */</span> <span class="comment">//#include "linbox-config.h"</span> <span class="preprocessor">#include <iostream></span> <span class="preprocessor">#include "linbox/field/gf2.h"</span> <span class="preprocessor">#include "<a class="code" href="modular-double_8h.html" title="Standard representation of Z/mZ over double .">linbox/field/modular-double.h</a>"</span> <span class="preprocessor">#include "linbox/field/givaro-zpz.h"</span> <span class="preprocessor">#include "linbox/field/field-traits.h"</span> <span class="preprocessor">#include "linbox/blackbox/transpose.h"</span> <span class="preprocessor">#include "linbox/blackbox/compose.h"</span> <span class="preprocessor">#include "linbox/blackbox/sparse.h"</span> <span class="preprocessor">#include "linbox/solutions/rank.h"</span> <span class="preprocessor">#include "linbox/solutions/valence.h"</span> <span class="preprocessor">#include "linbox/algorithms/smith-form-sparseelim-local.h"</span> <span class="preprocessor">#include "linbox/util/matrix-stream.h"</span> <span class="preprocessor">#include "<a class="code" href="integer_8h.html" title="This is a representation of arbitrary integers.">linbox/integer.h</a>"</span> <span class="preprocessor">#include <givaro/givintnumtheo.h></span> <span class="keyword">using</span> <a name="a0"></a><a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">LinBox::integer</a>; <span class="keyword">template</span><<span class="keyword">class</span> Field> <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span>& TempLRank(<span class="keywordtype">unsigned</span> <span class="keywordtype">long</span>& r, <span class="keywordtype">char</span> * filename, <span class="keyword">const</span> <a name="_a1"></a><a class="code" href="class_lin_box_1_1_modular_3_01uint32__t_01_4.html" title="Specialization of class Modular for uint32_t element type.">Field</a>& F) { std::ifstream input(filename); <a name="_a2"></a><a class="code" href="class_lin_box_1_1_matrix_stream.html" title="MatrixStream.">LinBox::MatrixStream< Field ></a> msf( F, input ); <a name="_a3"></a><a class="code" href="class_lin_box_1_1_sparse_matrix.html" title="vector of sparse rows.">LinBox::SparseMatrix<Field,typename LinBox::Vector<Field>::SparseSeq</a>> FA(msf); input.close(); ::Givaro::Timer tim; tim.start(); <a name="a4"></a><a class="code" href="namespace_lin_box.html#ac9442bdcae8ef5fc90e5a255630bffa7" title="Rank of A.">LinBox::rankin</a>(r, FA); tim.stop(); F.write(std::cout << <span class="stringliteral">"Rank over "</span>) << <span class="stringliteral">" is "</span> << r << <span class="charliteral">' '</span> << tim << std::endl; <span class="keywordflow">return</span> r; } <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span>& TempLRank(<span class="keywordtype">unsigned</span> <span class="keywordtype">long</span>& r, <span class="keywordtype">char</span> * filename, <span class="keyword">const</span> LinBox::GF2& F2) { std::ifstream input(filename); <a name="_a5"></a><a class="code" href="class_lin_box_1_1_zero_one.html" title="Time and space efficient representation of sparse {0,1}-matrices.">LinBox::ZeroOne<LinBox::GF2></a> A; A.<a name="a6"></a><a class="code" href="class_lin_box_1_1_zero_one.html#a7f1e7ece6c12a9a3feb091f90c7c9ac1" title="Read the matrix from a stream in the JGD's SMS format.">read</a>(input); input.close(); ::Givaro::Timer tim; tim.start(); <a class="code" href="namespace_lin_box.html#ac9442bdcae8ef5fc90e5a255630bffa7" title="Rank of A.">LinBox::rankin</a>(r, A, <a class="code" href="struct_lin_box_1_1_method.html#abc071c5d851893868ab7a0c0d8ee34cb" title="Method::SparseElimination : no doc.">LinBox::Method::SparseElimination</a>() ); tim.stop(); F2.write(std::cout << <span class="stringliteral">"Rank over "</span>) << <span class="stringliteral">" is "</span> << r << <span class="charliteral">' '</span> << tim << std::endl; <span class="keywordflow">return</span> r; } <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span>& LRank(<span class="keywordtype">unsigned</span> <span class="keywordtype">long</span>& r, <span class="keywordtype">char</span> * filename, <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> p) { <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> maxmod16; LinBox::FieldTraits<LinBox::GivaroZpz< ::Givaro::Std16> >::maxModulus(maxmod16); <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> maxmod32; LinBox::FieldTraits<LinBox::GivaroZpz< ::Givaro::Std32> >::maxModulus(maxmod32); <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> maxmod53; LinBox::FieldTraits<LinBox::Modular<double> >::maxModulus(maxmod53); <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> maxmod64; LinBox::FieldTraits<LinBox::GivaroZpz< ::Givaro::Std64> >::maxModulus(maxmod64); <span class="keywordflow">if</span> (p == 2) { LinBox::GF2 F2; <span class="keywordflow">return</span> TempLRank(r, filename, F2); } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (p <= maxmod16) { <span class="keyword">typedef</span> <a name="_a7"></a><a class="code" href="class_lin_box_1_1_givaro_zpz.html">LinBox::GivaroZpz< ::Givaro::Std16></a> <a class="code" href="class_lin_box_1_1_modular_3_01uint32__t_01_4.html" title="Specialization of class Modular for uint32_t element type.">Field</a>; Field F(p); <span class="keywordflow">return</span> TempLRank(r, filename, F); } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (p <= maxmod32) { <span class="keyword">typedef</span> <a name="_a8"></a><a class="code" href="class_lin_box_1_1_givaro_zpz.html">LinBox::GivaroZpz< ::Givaro::Std32></a> <a class="code" href="class_lin_box_1_1_modular_3_01uint32__t_01_4.html" title="Specialization of class Modular for uint32_t element type.">Field</a>; Field F(p); <span class="keywordflow">return</span> TempLRank(r, filename, F); } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (p <= maxmod53) { <span class="keyword">typedef</span> <a name="_a9"></a><a class="code" href="class_lin_box_1_1_modular_3_01double_01_4.html" title="Standard representation of .">LinBox::Modular<double></a> <a class="code" href="class_lin_box_1_1_modular_3_01uint32__t_01_4.html" title="Specialization of class Modular for uint32_t element type.">Field</a>; Field F(p); <span class="keywordflow">return</span> TempLRank(r, filename, F); } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (p <= maxmod64) { <span class="keyword">typedef</span> <a name="_a10"></a><a class="code" href="class_lin_box_1_1_givaro_zpz.html" title="wrapper of Givaro's ZpzDom.">LinBox::GivaroZpz< ::Givaro::Std64></a> <a class="code" href="class_lin_box_1_1_modular_3_01uint32__t_01_4.html" title="Specialization of class Modular for uint32_t element type.">Field</a>; Field F(p); <span class="keywordflow">return</span> TempLRank(r, filename, F); } <span class="keywordflow">else</span> { <span class="keyword">typedef</span> <a class="code" href="class_lin_box_1_1_givaro_zpz.html" title="wrapper of Givaro's ZpzDom.">LinBox::GivaroZpz<integer></a> <a class="code" href="class_lin_box_1_1_modular_3_01uint32__t_01_4.html" title="Specialization of class Modular for uint32_t element type.">Field</a>; Field F(p); <span class="keywordflow">return</span> TempLRank(r, filename, F); } <span class="keywordflow">return</span> r; } std::vector<size_t>& PRank(std::vector<size_t>& ranks, <span class="keywordtype">char</span> * filename, <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> p, <span class="keywordtype">size_t</span> e, <span class="keywordtype">size_t</span> intr) { <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> maxmod; LinBox::FieldTraits<LinBox::GivaroZpz< ::Givaro::Std64> >::maxModulus(maxmod); <span class="keywordflow">if</span> (p <= maxmod) { <span class="keyword">typedef</span> <a class="code" href="class_lin_box_1_1_givaro_zpz.html" title="wrapper of Givaro's ZpzDom.">LinBox::GivaroZpz< ::Givaro::Std64></a> Ring; int64_t lp(p); <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> q = pow(p,e); int64_t lq(q); <span class="keywordflow">if</span> (q > <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a>(lq)) { std::cerr << <span class="stringliteral">"Sorry power rank mod large composite not yet implemented"</span> << std::endl; q = p; <span class="keywordflow">do</span> { q *= p; lq = (int64_t)q; } <span class="keywordflow">while</span> (q == <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a>(lq)); q/=p; lq = (int64_t)q; std::cerr << <span class="stringliteral">"Trying: "</span> << lq << std::endl; } Ring F(lq); std::ifstream input(filename); <a class="code" href="class_lin_box_1_1_matrix_stream.html" title="MatrixStream.">LinBox::MatrixStream<Ring></a> ms( F, input ); <a class="code" href="class_lin_box_1_1_sparse_matrix.html" title="vector of sparse rows.">LinBox::SparseMatrix<Ring, LinBox::Vector<Ring>::SparseSeq</a> > A (ms); input.close(); <a name="_a11"></a><a class="code" href="class_lin_box_1_1_power_gauss_domain.html" title="Repository of functions for rank modulo a prime power by elimination on sparse matrices.">LinBox::PowerGaussDomain< Ring ></a> PGD( F ); PGD.prime_power_rankin( lq, lp, ranks, A, A.<a name="a12"></a>rowdim(), A.<a name="a13"></a>coldim(), std::vector<size_t>()); F.write(std::cout << <span class="stringliteral">"Ranks over "</span>) << <span class="stringliteral">" are "</span> ; <span class="keywordflow">for</span>(std::vector<size_t>::const_iterator rit=ranks.begin(); rit != ranks.end(); ++rit) std::cout << *rit << <span class="charliteral">' '</span>; std::cout << std::endl; } <span class="keywordflow">else</span> { std::cerr << <span class="stringliteral">"Sorry power rank mod large composite not yet implemented"</span> << std::endl; std::cerr << <span class="stringliteral">"Assuming integer rank"</span> << std::endl; ranks.resize(0); ranks.push_back(intr); } <span class="keywordflow">return</span> ranks; } <span class="keyword">using namespace </span>LinBox; <span class="keywordtype">int</span> main (<span class="keywordtype">int</span> argc, <span class="keywordtype">char</span> **argv) { <span class="comment">// commentator.setMaxDetailLevel (-1);</span> <span class="comment">// commentator.setMaxDepth (-1);</span> <span class="comment">// commentator.setReportStream (std::cerr);</span> <span class="keywordflow">if</span> (argc < 2 || argc > 4) { std::cerr << <span class="stringliteral">"Usage: valence <matrix-file-in-supported-format> [-ata|-aat|valence] [coprime]"</span> << std::endl; <span class="keywordflow">return</span> -1; } std::ifstream input (argv[1]); <span class="keywordflow">if</span> (!input) { std::cerr << <span class="stringliteral">"Error opening matrix file "</span> << argv[1] << std::endl; <span class="keywordflow">return</span> -1; } <a name="_a14"></a><a class="code" href="class_lin_box_1_1_p_i_d__integer.html" title="Domain for integer operations.">PID_integer</a> ZZ; <a class="code" href="class_lin_box_1_1_matrix_stream.html" title="MatrixStream.">MatrixStream< PID_integer ></a> ms( ZZ, input ); <span class="keyword">typedef</span> <a class="code" href="class_lin_box_1_1_sparse_matrix.html" title="vector of sparse rows.">SparseMatrix<PID_integer></a> Blackbox; Blackbox A (ms); input.close(); std::cout << <span class="stringliteral">"A is "</span> << A.rowdim() << <span class="stringliteral">" by "</span> << A.coldim() << std::endl; PID_integer::Element val_A; ::Givaro::Timer chrono; chrono.start(); <span class="keywordflow">if</span> (argc >= 3) { <a name="_a15"></a><a class="code" href="class_lin_box_1_1_transpose.html" title="transpose matrix without copying.">Transpose<Blackbox></a> T(&A); <span class="keywordflow">if</span> (strcmp(argv[2],<span class="stringliteral">"-ata"</span>) == 0) { <a name="_a16"></a><a class="code" href="class_lin_box_1_1_compose.html" title="Blackbox of a product: , i.e .">Compose< Transpose<Blackbox></a>, Blackbox > C (&T, &A); std::cout << <span class="stringliteral">"A^T A is "</span> << C.rowdim() << <span class="stringliteral">" by "</span> << C.coldim() << std::endl; valence(val_A, C); } <span class="keywordflow">else</span> <span class="keywordflow">if</span> (strcmp(argv[2],<span class="stringliteral">"-aat"</span>) == 0) { <a class="code" href="class_lin_box_1_1_compose.html" title="Blackbox of a product: , i.e .">Compose< Blackbox, Transpose<Blackbox></a> > C (&A, &T); std::cout << <span class="stringliteral">"A A^T is "</span> << C.rowdim() << <span class="stringliteral">" by "</span> << C.coldim() << std::endl; valence(val_A, C); } <span class="keywordflow">else</span> { std::cout << <span class="stringliteral">"Suppose primes are contained in "</span> << argv[2] << std::endl; val_A = <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a>(argv[2]); } } <span class="keywordflow">else</span> { <span class="keywordflow">if</span> (A.rowdim() != A.coldim()) { std::cerr << <span class="stringliteral">"Valence works only on square matrices, try either to change the dimension in the matrix file, or to compute the valence of A A^T or A^T A, via the -aat or -ata options."</span> << std::endl; exit(0); } <span class="keywordflow">else</span> valence (val_A, A); } std::cout << <span class="stringliteral">"Valence is "</span> << val_A << std::endl; std::vector<integer> Moduli; std::vector<size_t> exponents; ::Givaro::IntFactorDom<> FTD; <span class="keyword">typedef</span> std::pair<integer,unsigned long> PairIntRk; std::vector< PairIntRk > smith; <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> coprimeV=2; <span class="keywordflow">if</span> (argc >= 4) { coprimeV = <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a>(argv[3]); } <span class="keywordflow">while</span> ( gcd(val_A,coprimeV) > 1 ) { FTD.nextprimein(coprimeV); } <span class="keywordflow">if</span> (argc >= 4) { std::cout << <span class="stringliteral">"Suppose "</span> << argv[3] << <span class="stringliteral">" is coprime with Smith form"</span> << std::endl; } std::cout << <span class="stringliteral">"integer rank: "</span> << std::endl; <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> coprimeR; LRank(coprimeR, argv[1], coprimeV); smith.push_back(PairIntRk(coprimeV, coprimeR)); <span class="comment">// std::cerr << "Rank mod " << coprimeV << " is " << coprimeR << std::endl;</span> std::cout << <span class="stringliteral">"Some factors (5000 factoring loop bound): "</span>; FTD.set(Moduli, exponents, val_A, 5000); std::vector<size_t>::const_iterator eit=exponents.begin(); <span class="keywordflow">for</span>(std::vector<integer>::const_iterator mit=Moduli.begin(); mit != Moduli.end(); ++mit,++eit) std::cout << *mit << <span class="charliteral">'^'</span> << *eit << <span class="charliteral">' '</span>; std::cout << std::endl; std::vector<integer> SmithDiagonal(coprimeR,<a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a>(1)); <span class="keywordflow">for</span>(std::vector<integer>::const_iterator mit=Moduli.begin(); mit != Moduli.end(); ++mit) { <span class="keywordtype">unsigned</span> <span class="keywordtype">long</span> r; LRank(r, argv[1], *mit); <span class="comment">// std::cerr << "Rank mod " << *mit << " is " << r << std::endl;</span> smith.push_back(PairIntRk(*mit, r)); <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> i=r; i < coprimeR; ++i) SmithDiagonal[i] *= *mit; } eit=exponents.begin(); std::vector<PairIntRk>::const_iterator sit=smith.begin(); <span class="keywordflow">for</span>( ++sit; sit != smith.end(); ++sit, ++eit) { <span class="keywordflow">if</span> (sit->second != coprimeR) { std::vector<size_t> ranks; ranks.push_back(sit->second); <span class="keywordflow">if</span> (*eit > 1) { PRank(ranks, argv[1], sit->first, *eit, coprimeR); } <span class="keywordflow">else</span> { PRank(ranks, argv[1], sit->first, 2, coprimeR); } <span class="keywordflow">if</span> (ranks.size() == 1) ranks.push_back(coprimeR); <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> expo = (*eit)<<1; ranks.back() < coprimeR; expo<<=1) { PRank(ranks, argv[1], sit->first, expo, coprimeR); <span class="keywordflow">if</span> (ranks.size() < expo) { std::cerr << <span class="stringliteral">"Larger prime power not yet implemented"</span> << std::endl; <span class="keywordflow">break</span>; } } std::vector<size_t>::const_iterator rit=ranks.begin(); <span class="comment">// unsigned long modrank = *rit;</span> <span class="keywordflow">for</span>(++rit; rit!= ranks.end(); ++rit) { <span class="keywordflow">if</span> ((*rit)>= coprimeR) <span class="keywordflow">break</span>; <span class="keywordflow">for</span>(<span class="keywordtype">size_t</span> i=(*rit); i < coprimeR; ++i) SmithDiagonal[i] *= sit->first; <span class="comment">// modrank = *rit;</span> } } } <a class="code" href="group__integers.html#gad62eceb96963b157a2357aba991f6d6e" title="Integers in LinBox.">integer</a> si=1; <span class="keywordtype">size_t</span> num=0; <span class="keywordflow">for</span>( std::vector<integer>::const_iterator dit=SmithDiagonal.begin(); dit != SmithDiagonal.end(); ++dit) { <span class="keywordflow">if</span> (*dit == si) ++num; <span class="keywordflow">else</span> { std::cerr << <span class="charliteral">'['</span> << si << <span class="charliteral">','</span> << num << <span class="stringliteral">"] "</span>; num=1; si = *dit; } } std::cerr << <span class="charliteral">'['</span> << si << <span class="charliteral">','</span> << num << <span class="stringliteral">"] "</span> << std::endl; chrono.stop(); std::cerr << chrono << std::endl; <span class="keywordflow">return</span> 0; } </pre></div> </div> </div> <hr class="footer"/><address class="footer"><small>Generated on Tue Aug 30 2011 for linbox by  <a href="http://www.doxygen.org/index.html"> <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.7.4 </small></address> </body> </html>