c3aec878e5
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@40 331e1502-861f-0410-8da2-ba01fb791d7f
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297 lines
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<h1>make_op_real.h</h1><div class="fragment"><pre class="fragment">00001 <span class="comment">// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-</span>
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00002
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00003 <span class="comment">//-----------------------------------------------------------------------------</span>
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00004 <span class="comment">// make_op.h - the real-valued version</span>
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00005 <span class="comment">// (c) Maarten Keijzer, Marc Schoenauer and GeNeura Team, 2001</span>
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00006 <span class="comment">/*</span>
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00007 <span class="comment"> This library is free software; you can redistribute it and/or</span>
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00008 <span class="comment"> modify it under the terms of the GNU Lesser General Public</span>
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00009 <span class="comment"> License as published by the Free Software Foundation; either</span>
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00010 <span class="comment"> version 2 of the License, or (at your option) any later version.</span>
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00011 <span class="comment"></span>
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00012 <span class="comment"> This library is distributed in the hope that it will be useful,</span>
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00013 <span class="comment"> but WITHOUT ANY WARRANTY; without even the implied warranty of</span>
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00014 <span class="comment"> MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU</span>
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00015 <span class="comment"> Lesser General Public License for more details.</span>
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00016 <span class="comment"></span>
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00017 <span class="comment"> You should have received a copy of the GNU Lesser General Public</span>
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00018 <span class="comment"> License along with this library; if not, write to the Free Software</span>
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00019 <span class="comment"> Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA</span>
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00020 <span class="comment"></span>
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00021 <span class="comment"> Contact: todos@geneura.ugr.es, http://geneura.ugr.es</span>
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00022 <span class="comment"> Marc.Schoenauer@polytechnique.fr</span>
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00023 <span class="comment"> mkeijzer@dhi.dk</span>
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00024 <span class="comment"> */</span>
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00025 <span class="comment">//-----------------------------------------------------------------------------</span>
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00026
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00027 <span class="preprocessor">#ifndef _make_op_h</span>
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00028 <span class="preprocessor"></span><span class="preprocessor">#define _make_op_h</span>
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00029 <span class="preprocessor"></span>
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00030 <span class="comment">// the operators</span>
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00031 <span class="preprocessor">#include <eoOp.h></span>
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00032 <span class="preprocessor">#include <eoGenOp.h></span>
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00033 <span class="preprocessor">#include <eoCloneOps.h></span>
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00034 <span class="preprocessor">#include <eoOpContainer.h></span>
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00035 <span class="comment">// combinations of simple eoOps (eoMonOp and eoQuadOp)</span>
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00036 <span class="preprocessor">#include <eoProportionalCombinedOp.h></span>
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00037
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00038 <span class="comment">// the specialized Real stuff</span>
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00039 <span class="preprocessor">#include <es/eoReal.h></span>
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00040 <span class="preprocessor">#include <es/eoEsChromInit.h></span>
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00041 <span class="preprocessor">#include <es/eoRealOp.h></span>
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00042 <span class="preprocessor">#include <es/eoNormalMutation.h></span>
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00043 <span class="comment">// also need the parser and param includes</span>
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00044 <span class="preprocessor">#include <utils/eoParser.h></span>
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00045 <span class="preprocessor">#include <utils/eoState.h></span>
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00046
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00047
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00048 <span class="comment">/*</span>
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00049 <span class="comment"> * This function builds the operators that will be applied to the eoReal</span>
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00050 <span class="comment"> *</span>
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00051 <span class="comment"> * It uses a parser (to get user parameters) and a state (to store the memory)</span>
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00052 <span class="comment"> * the last argument is an individual, needed for 2 reasons</span>
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00053 <span class="comment"> * it disambiguates the call after instanciations</span>
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00054 <span class="comment"> * some operator might need some private information about the indis</span>
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00055 <span class="comment"> *</span>
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00056 <span class="comment"> * This is why the template is the complete EOT even though only the fitness</span>
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00057 <span class="comment"> * is actually templatized here: the following only applies to bitstrings</span>
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00058 <span class="comment"> *</span>
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00059 <span class="comment"> * Note : the last parameter is an eoInit: if some operator needs some info</span>
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00060 <span class="comment"> * about the gneotypes, the init has it all (e.g. bounds, ...)</span>
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00061 <span class="comment"> * Simply do</span>
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00062 <span class="comment"> * EOT myEO;</span>
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00063 <span class="comment"> * _init(myEO);</span>
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00064 <span class="comment"> * and myEO is then an ACTUAL object</span>
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00065 <span class="comment">*/</span>
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00066
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00067 <span class="keyword">template</span> <<span class="keyword">class</span> EOT>
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00068 <a class="code" href="classeo_gen_op.html">eoGenOp<EOT></a> & do_make_op(<a class="code" href="classeo_parser.html">eoParser</a>& _parser, <a class="code" href="classeo_state.html">eoState</a>& _state, <a class="code" href="classeo_real_init_bounded.html">eoRealInitBounded<EOT></a>& _init)
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00069 {
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00070 <span class="comment">// get std::vector size</span>
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00071 <span class="keywordtype">unsigned</span> vecSize = _init.<a class="code" href="classeo_real_init_bounded.html#a3">size</a>();
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00072
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00073 <span class="comment">// First, decide whether the objective variables are bounded</span>
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00074 <a class="code" href="classeo_value_param.html">eoValueParam<eoRealVectorBounds></a>& boundsParam
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00075 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(<a class="code" href="classeo_real_vector_bounds.html">eoRealVectorBounds</a>(vecSize,eoDummyRealNoBounds), <span class="stringliteral">"objectBounds"</span>,
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00076 <span class="stringliteral">"Bounds for variables"</span>, <span class="charliteral">'B'</span>, <span class="stringliteral">"Variation Operators"</span>);
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00077
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00078 <span class="comment">// this is a temporary version(!),</span>
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00079 <span class="comment">// while Maarten codes the full tree-structured general operator input</span>
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00080 <span class="comment">// BTW we must leave that simple version available somehow, as it is the one</span>
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00081 <span class="comment">// that 90% people use!</span>
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00082 <a class="code" href="classeo_value_param.html">eoValueParam<std::string></a>& operatorParam
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00083 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(std::string(<span class="stringliteral">"SGA"</span>), <span class="stringliteral">"operator"</span>,
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00084 <span class="stringliteral">"Description of the operator (SGA only now)"</span>,
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00085 <span class="charliteral">'o'</span>, <span class="stringliteral">"Variation Operators"</span>);
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00086
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00087 <span class="keywordflow">if</span> (operatorParam.value() != std::string(<span class="stringliteral">"SGA"</span>))
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00088 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Sorry, only SGA-like operator available right now\n"</span>);
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00089
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00090 <span class="comment">// now we read Pcross and Pmut,</span>
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00091 <span class="comment">// the relative weights for all crossovers -> proportional choice</span>
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00092 <span class="comment">// the relative weights for all mutations -> proportional choice</span>
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00093 <span class="comment">// and create the eoGenOp that is exactly</span>
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00094 <span class="comment">// crossover with pcross + mutation with pmut</span>
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00095
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00096 <a class="code" href="classeo_value_param.html">eoValueParam<double></a>& pCrossParam
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00097 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(0.6, <span class="stringliteral">"pCross"</span>,
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00098 <span class="stringliteral">"Probability of Crossover"</span>,
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00099 <span class="charliteral">'C'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00100 <span class="comment">// minimum check</span>
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00101 <span class="keywordflow">if</span> ( (pCrossParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) || (pCrossParam.<a class="code" href="classeo_value_param.html#a2">value</a>() > 1) )
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00102 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid pCross"</span>);
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00103
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00104 <a class="code" href="classeo_value_param.html">eoValueParam<double></a>& pMutParam
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00105 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(0.1, <span class="stringliteral">"pMut"</span>,
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00106 <span class="stringliteral">"Probability of Mutation"</span>,
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00107 <span class="charliteral">'M'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00108 <span class="comment">// minimum check</span>
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00109 <span class="keywordflow">if</span> ( (pMutParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) || (pMutParam.<a class="code" href="classeo_value_param.html#a2">value</a>() > 1) )
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00110 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid pMut"</span>);
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00111
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00112 <span class="comment">// the crossovers</span>
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00114 <span class="comment"></span> <span class="comment">// the parameters</span>
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00115 <a class="code" href="classeo_value_param.html">eoValueParam<double></a>& alphaParam
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00116 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(<span class="keywordtype">double</span>(0.0), <span class="stringliteral">"alpha"</span>,
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00117 <span class="stringliteral">"Bound for factor of linear recombinations"</span>,
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00118 <span class="charliteral">'a'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00119 <span class="comment">// minimum check</span>
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00120 <span class="keywordflow">if</span> ( (alphaParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00121 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid BLX coefficient alpha"</span>);
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00122
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00123
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00124 <a class="code" href="classeo_value_param.html">eoValueParam<double></a>& segmentRateParam
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00125 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(<span class="keywordtype">double</span>(1.0), <span class="stringliteral">"segmentRate"</span>,
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00126 <span class="stringliteral">"Relative rate for segment crossover"</span>,
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00127 <span class="charliteral">'s'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00128 <span class="comment">// minimum check</span>
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00129 <span class="keywordflow">if</span> ( (segmentRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00130 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid segmentRate"</span>);
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00131
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00132 <a class="code" href="classeo_value_param.html">eoValueParam<double></a>& hypercubeRateParam
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00133 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(<span class="keywordtype">double</span>(1.0), <span class="stringliteral">"hypercubeRate"</span>,
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00134 <span class="stringliteral">"Relative rate for hypercube crossover"</span>,
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00135 <span class="charliteral">'A'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00136 <span class="comment">// minimum check</span>
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00137 <span class="keywordflow">if</span> ( (hypercubeRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00138 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid hypercubeRate"</span>);
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00139
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00140 <a class="code" href="classeo_value_param.html">eoValueParam<double></a>& uxoverRateParam
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00141 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(<span class="keywordtype">double</span>(1.0), <span class="stringliteral">"uxoverRate"</span>,
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00142 <span class="stringliteral">"Relative rate for uniform crossover"</span>,
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00143 <span class="charliteral">'A'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00144 <span class="comment">// minimum check</span>
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00145 <span class="keywordflow">if</span> ( (uxoverRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00146 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid uxoverRate"</span>);
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00147
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00148 <span class="comment">// minimum check</span>
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00149 <span class="keywordtype">bool</span> bCross = <span class="keyword">true</span>;
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00150 <span class="keywordflow">if</span> (segmentRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>()+hypercubeRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>()+uxoverRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>()==0)
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00151 {
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00152 std::cerr << <span class="stringliteral">"Warning: no crossover"</span> << std::endl;
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00153 bCross = <span class="keyword">false</span>;
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00154 }
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00155
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00156 <span class="comment">// Create the CombinedQuadOp</span>
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00157 <a class="code" href="classeo_prop_combined_quad_op.html">eoPropCombinedQuadOp<EOT></a> *ptCombinedQuadOp = NULL;
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00158 <a class="code" href="classeo_quad_op.html">eoQuadOp<EOT></a> *ptQuad = NULL;
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00159
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00160 <span class="keywordflow">if</span> (bCross)
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00161 {
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00162 <span class="comment">// segment crossover for bitstring - pass it the bounds</span>
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00163 ptQuad = <span class="keyword">new</span> <a class="code" href="classeo_segment_crossover.html">eoSegmentCrossover<EOT></a>(boundsParam.<a class="code" href="classeo_value_param.html#a2">value</a>(), alphaParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
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00164 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptQuad);
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00165 ptCombinedQuadOp = <span class="keyword">new</span> <a class="code" href="classeo_prop_combined_quad_op.html">eoPropCombinedQuadOp<EOT></a>(*ptQuad, segmentRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
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00166
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00167 <span class="comment">// hypercube crossover</span>
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00168 ptQuad = <span class="keyword">new</span> eoHypercubeCrossover<EOT>(boundsParam.<a class="code" href="classeo_value_param.html#a2">value</a>(), alphaParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
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00169 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptQuad);
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00170 ptCombinedQuadOp-><a class="code" href="classeo_prop_combined_quad_op.html#a2">add</a>(*ptQuad, hypercubeRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
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00171
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00172 <span class="comment">// uniform crossover</span>
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00173 ptQuad = <span class="keyword">new</span> eoRealUXover<EOT>();
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00174 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptQuad);
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00175 ptCombinedQuadOp-><a class="code" href="classeo_prop_combined_quad_op.html#a2">add</a>(*ptQuad, uxoverRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
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00176
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00177 <span class="comment">// don't forget to store the CombinedQuadOp</span>
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00178 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptCombinedQuadOp);
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00179 }
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00180
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00181 <span class="comment">// the mutations</span>
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00183 <span class="comment"></span> <span class="comment">// the parameters</span>
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00184 <a class="code" href="classeo_value_param.html">eoValueParam<double></a> & epsilonParam
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00185 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(0.01, <span class="stringliteral">"epsilon"</span>,
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00186 <span class="stringliteral">"Half-size of interval for Uniform Mutation"</span>,
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00187 <span class="charliteral">'e'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00188 <span class="comment">// minimum check</span>
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00189 <span class="keywordflow">if</span> ( (epsilonParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00190 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid epsilon"</span>);
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00191
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00192 <a class="code" href="classeo_value_param.html">eoValueParam<double></a> & uniformMutRateParam
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00193 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(1.0, <span class="stringliteral">"uniformMutRate"</span>,
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00194 <span class="stringliteral">"Relative rate for uniform mutation"</span>,
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00195 <span class="charliteral">'u'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00196 <span class="comment">// minimum check</span>
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00197 <span class="keywordflow">if</span> ( (uniformMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00198 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid uniformMutRate"</span>);
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00199
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00200 <a class="code" href="classeo_value_param.html">eoValueParam<double></a> & detMutRateParam
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00201 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(1.0, <span class="stringliteral">"detMutRate"</span>,
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00202 <span class="stringliteral">"Relative rate for deterministic uniform mutation"</span>,
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00203 <span class="charliteral">'d'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00204 <span class="comment">// minimum check</span>
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00205 <span class="keywordflow">if</span> ( (detMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00206 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid detMutRate"</span>);
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00207
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00208 <a class="code" href="classeo_value_param.html">eoValueParam<double></a> & normalMutRateParam
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00209 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(1.0, <span class="stringliteral">"normalMutRate"</span>,
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00210 <span class="stringliteral">"Relative rate for Gaussian mutation"</span>, <span class="charliteral">'d'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00211 <span class="comment">// minimum check</span>
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00212 <span class="keywordflow">if</span> ( (normalMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>() < 0) )
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00213 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"Invalid normalMutRate"</span>);
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00214
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00215 <a class="code" href="classeo_value_param.html">eoValueParam<double></a> & sigmaParam
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00216 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(0.3, <span class="stringliteral">"sigma"</span>,
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00217 <span class="stringliteral">"Sigma (fixed) for Gaussian mutation"</span>,
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00218 <span class="charliteral">'s'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00219
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00220 <a class="code" href="classeo_value_param.html">eoValueParam<double></a> & pNormalParam
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00221 = _parser.<a class="code" href="classeo_parser.html#a10">getORcreateParam</a>(1.0, <span class="stringliteral">"pNormal"</span>,
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00222 <span class="stringliteral">"Proba. to change each variable for Gaussian mutation"</span>,
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00223 <span class="charliteral">'s'</span>, <span class="stringliteral">"Variation Operators"</span> );
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00224
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00225 <span class="comment">// minimum check</span>
|
|
00226 <span class="keywordtype">bool</span> bMut = <span class="keyword">true</span>;
|
|
00227 <span class="keywordflow">if</span> (uniformMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>()+detMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>()+normalMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>()==0)
|
|
00228 {
|
|
00229 std::cerr << <span class="stringliteral">"Warning: no mutation"</span> << std::endl;
|
|
00230 bMut = <span class="keyword">false</span>;
|
|
00231 }
|
|
00232 <span class="keywordflow">if</span> (!bCross && !bMut)
|
|
00233 <span class="keywordflow">throw</span> std::runtime_error(<span class="stringliteral">"No operator called in SGA operator definition!!!"</span>);
|
|
00234
|
|
00235 <span class="comment">// Create the CombinedMonOp</span>
|
|
00236 <a class="code" href="classeo_prop_combined_mon_op.html">eoPropCombinedMonOp<EOT></a> *ptCombinedMonOp = NULL;
|
|
00237 <a class="code" href="classeo_mon_op.html">eoMonOp<EOT></a> *ptMon = NULL;
|
|
00238
|
|
00239 <span class="keywordflow">if</span> (bMut)
|
|
00240 {
|
|
00241 <span class="comment">// uniform mutation on all components:</span>
|
|
00242 <span class="comment">// offspring(i) uniformly chosen in [parent(i)-epsilon, parent(i)+epsilon]</span>
|
|
00243 ptMon = <span class="keyword">new</span> <a class="code" href="classeo_uniform_mutation.html">eoUniformMutation<EOT></a>(boundsParam.<a class="code" href="classeo_value_param.html#a2">value</a>(), epsilonParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00244 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptMon);
|
|
00245 <span class="comment">// create the CombinedMonOp</span>
|
|
00246 ptCombinedMonOp = <span class="keyword">new</span> <a class="code" href="classeo_prop_combined_mon_op.html">eoPropCombinedMonOp<EOT></a>(*ptMon, uniformMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00247
|
|
00248 <span class="comment">// mutate exactly 1 component (uniformly) per individual</span>
|
|
00249 ptMon = <span class="keyword">new</span> <a class="code" href="classeo_det_uniform_mutation.html">eoDetUniformMutation<EOT></a>(boundsParam.<a class="code" href="classeo_value_param.html#a2">value</a>(), epsilonParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00250 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptMon);
|
|
00251 ptCombinedMonOp-><a class="code" href="classeo_prop_combined_mon_op.html#a2">add</a>(*ptMon, detMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00252
|
|
00253 <span class="comment">// mutate all component using Gaussian mutation</span>
|
|
00254 ptMon = <span class="keyword">new</span> <a class="code" href="classeo_normal_vec_mutation.html">eoNormalVecMutation<EOT></a>(boundsParam.<a class="code" href="classeo_value_param.html#a2">value</a>(), sigmaParam.<a class="code" href="classeo_value_param.html#a2">value</a>(), pNormalParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00255 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptMon);
|
|
00256 ptCombinedMonOp-><a class="code" href="classeo_prop_combined_mon_op.html#a2">add</a>(*ptMon, normalMutRateParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00257 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptCombinedMonOp);
|
|
00258 }
|
|
00259
|
|
00260 <span class="comment">// now build the eoGenOp:</span>
|
|
00261 <span class="comment">// to simulate SGA (crossover with proba pCross + mutation with proba pMut</span>
|
|
00262 <span class="comment">// we must construct</span>
|
|
00263 <span class="comment">// a sequential combination of</span>
|
|
00264 <span class="comment">// with proba 1, a proportional combination of</span>
|
|
00265 <span class="comment">// a QuadCopy and our crossover</span>
|
|
00266 <span class="comment">// with proba pMut, our mutation</span>
|
|
00267
|
|
00268 <span class="comment">// the crossover - with probability pCross</span>
|
|
00269 <a class="code" href="classeo_proportional_op.html">eoProportionalOp<EOT></a> * cross = <span class="keyword">new</span> <a class="code" href="classeo_proportional_op.html">eoProportionalOp<EOT></a> ;
|
|
00270 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(cross);
|
|
00271 ptQuad = <span class="keyword">new</span> <a class="code" href="classeo_quad_clone_op.html">eoQuadCloneOp<EOT></a>;
|
|
00272 _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(ptQuad);
|
|
00273 cross-><a class="code" href="classeo_op_container.html#a3">add</a>(*ptCombinedQuadOp, pCrossParam.<a class="code" href="classeo_value_param.html#a2">value</a>()); <span class="comment">// user crossover</span>
|
|
00274 cross-><a class="code" href="classeo_op_container.html#a3">add</a>(*ptQuad, 1-pCrossParam.<a class="code" href="classeo_value_param.html#a2">value</a>()); <span class="comment">// clone operator</span>
|
|
00275
|
|
00276 <span class="comment">// now the sequential</span>
|
|
00277 <a class="code" href="classeo_sequential_op.html">eoSequentialOp<EOT></a> & op = _state.<a class="code" href="classeo_functor_store.html#a2">storeFunctor</a>(<span class="keyword">new</span> <a class="code" href="classeo_sequential_op.html">eoSequentialOp<EOT></a>);
|
|
00278 op.<a class="code" href="classeo_op_container.html#a3">add</a>(*cross, 1.0); <span class="comment">// always crossover (but clone with prob 1-pCross</span>
|
|
00279 op.<a class="code" href="classeo_op_container.html#a3">add</a>(*ptCombinedMonOp, pMutParam.<a class="code" href="classeo_value_param.html#a2">value</a>());
|
|
00280
|
|
00281 <span class="comment">// that's it!</span>
|
|
00282 <span class="keywordflow">return</span> op;
|
|
00283 }
|
|
00284 <span class="preprocessor">#endif</span>
|
|
</pre></div><hr size="1"><address style="align: right;"><small>Generated on Thu Oct 19 05:06:41 2006 for EO by
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<a href="http://www.doxygen.org/index.html">
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<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.3.9.1 </small></address>
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