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<h1>moeoNSGAII.h</h1><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-</span>
<a name="l00002"></a>00002
<a name="l00003"></a>00003 <span class="comment">//-----------------------------------------------------------------------------</span>
<a name="l00004"></a>00004 <span class="comment">// moeoNSGAII.h</span>
<a name="l00005"></a>00005 <span class="comment">// (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2007</span>
<a name="l00006"></a>00006 <span class="comment">/*</span>
<a name="l00007"></a>00007 <span class="comment"> This library...</span>
<a name="l00008"></a>00008 <span class="comment"></span>
<a name="l00009"></a>00009 <span class="comment"> Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr</span>
<a name="l00010"></a>00010 <span class="comment"> */</span>
<a name="l00011"></a>00011 <span class="comment">//-----------------------------------------------------------------------------</span>
<a name="l00012"></a>00012
<a name="l00013"></a>00013 <span class="preprocessor">#ifndef MOEONSGAII_H_</span>
<a name="l00014"></a>00014 <span class="preprocessor"></span><span class="preprocessor">#define MOEONSGAII_H_</span>
<a name="l00015"></a>00015 <span class="preprocessor"></span>
<a name="l00016"></a>00016 <span class="preprocessor">#include &lt;eoBreed.h&gt;</span>
<a name="l00017"></a>00017 <span class="preprocessor">#include &lt;eoContinue.h&gt;</span>
<a name="l00018"></a>00018 <span class="preprocessor">#include &lt;eoEvalFunc.h&gt;</span>
<a name="l00019"></a>00019 <span class="preprocessor">#include &lt;eoGenContinue.h&gt;</span>
<a name="l00020"></a>00020 <span class="preprocessor">#include &lt;eoGeneralBreeder.h&gt;</span>
<a name="l00021"></a>00021 <span class="preprocessor">#include &lt;eoGenOp.h&gt;</span>
<a name="l00022"></a>00022 <span class="preprocessor">#include &lt;eoPopEvalFunc.h&gt;</span>
<a name="l00023"></a>00023 <span class="preprocessor">#include &lt;eoSGAGenOp.h&gt;</span>
<a name="l00024"></a>00024 <span class="preprocessor">#include &lt;algo/moeoEA.h&gt;</span>
<a name="l00025"></a>00025 <span class="preprocessor">#include &lt;diversity/moeoFrontByFrontCrowdingDiversityAssignment.h&gt;</span>
<a name="l00026"></a>00026 <span class="preprocessor">#include &lt;fitness/moeoFastNonDominatedSortingFitnessAssignment.h&gt;</span>
<a name="l00027"></a>00027 <span class="preprocessor">#include &lt;replacement/moeoElitistReplacement.h&gt;</span>
<a name="l00028"></a>00028 <span class="preprocessor">#include &lt;selection/moeoDetTournamentSelect.h&gt;</span>
<a name="l00029"></a>00029
<a name="l00030"></a>00030
<a name="l00031"></a>00031 <span class="preprocessor">#include &lt;eoCloneOps.h&gt;</span>
<a name="l00032"></a>00032
<a name="l00039"></a>00039 <span class="keyword">template</span> &lt; <span class="keyword">class</span> MOEOT &gt;
<a name="l00040"></a><a class="code" href="classmoeoNSGAII.html">00040</a> <span class="keyword">class </span><a class="code" href="classmoeoNSGAII.html">moeoNSGAII</a>: <span class="keyword">public</span> <a class="code" href="classmoeoEA.html">moeoEA</a> &lt; MOEOT &gt;
<a name="l00041"></a>00041 {
<a name="l00042"></a>00042 <span class="keyword">public</span>:
<a name="l00043"></a>00043
<a name="l00050"></a><a class="code" href="classmoeoNSGAII.html#a13ddb75d60e2956905a9eacca2e0b2e">00050</a> <a class="code" href="classmoeoNSGAII.html#a13ddb75d60e2956905a9eacca2e0b2e">moeoNSGAII</a> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> _maxGen, eoEvalFunc &lt; MOEOT &gt; &amp; _eval, eoGenOp &lt; MOEOT &gt; &amp; _op) :
<a name="l00051"></a>00051 <a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>(_maxGen), <a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a>(<a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>), <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a>(_eval), <a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>(2),
<a name="l00052"></a>00052 <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a>(<a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>, <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>), <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>(<a class="code" href="classmoeoNSGAII.html#21e98772db6326a94d44a7f9a27d36f0">defaultQuadOp</a>, 0.0, <a class="code" href="classmoeoNSGAII.html#81f823297f146b3b6ce7460cb043e25e">defaultMonOp</a>, 0.0),
<a name="l00053"></a>00053 <a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>(<a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>, _op), <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a>(<a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>)
<a name="l00054"></a>00054 {}
<a name="l00055"></a>00055
<a name="l00056"></a>00056
<a name="l00063"></a><a class="code" href="classmoeoNSGAII.html#56a2b2ab62b2a4025f1d122e3cfa2aa2">00063</a> <a class="code" href="classmoeoNSGAII.html#a13ddb75d60e2956905a9eacca2e0b2e">moeoNSGAII</a> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> _maxGen, eoEvalFunc &lt; MOEOT &gt; &amp; _eval, eoTransform &lt; MOEOT &gt; &amp; _op) :
<a name="l00064"></a>00064 <a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>(_maxGen), <a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a>(<a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>), <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a>(_eval), <a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>(2),
<a name="l00065"></a>00065 <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a>(<a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>, <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>), <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>(<a class="code" href="classmoeoNSGAII.html#21e98772db6326a94d44a7f9a27d36f0">defaultQuadOp</a>, 0.0, <a class="code" href="classmoeoNSGAII.html#81f823297f146b3b6ce7460cb043e25e">defaultMonOp</a>, 0.0),
<a name="l00066"></a>00066 <a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>(<a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>, _op), <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a>(<a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>)
<a name="l00067"></a>00067 {}
<a name="l00068"></a>00068
<a name="l00069"></a>00069
<a name="l00079"></a><a class="code" href="classmoeoNSGAII.html#996e1b2683378ae1880b7520814aa9c9">00079</a> <a class="code" href="classmoeoNSGAII.html#a13ddb75d60e2956905a9eacca2e0b2e">moeoNSGAII</a> (<span class="keywordtype">unsigned</span> <span class="keywordtype">int</span> _maxGen, eoEvalFunc &lt; MOEOT &gt; &amp; _eval, eoQuadOp &lt; MOEOT &gt; &amp; _crossover, <span class="keywordtype">double</span> _pCross, eoMonOp &lt; MOEOT &gt; &amp; _mutation, <span class="keywordtype">double</span> _pMut) :
<a name="l00080"></a>00080 <a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>(_maxGen), <a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a>(<a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>), <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a>(_eval), <a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a> (2),
<a name="l00081"></a>00081 <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a> (<a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>, <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>), <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>(_crossover, _pCross, _mutation, _pMut),
<a name="l00082"></a>00082 <a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a> (<a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>, <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>), <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a> (<a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>)
<a name="l00083"></a>00083 {}
<a name="l00084"></a>00084
<a name="l00085"></a>00085
<a name="l00092"></a><a class="code" href="classmoeoNSGAII.html#1797f01afde01d155e559522df12ae05">00092</a> <a class="code" href="classmoeoNSGAII.html#a13ddb75d60e2956905a9eacca2e0b2e">moeoNSGAII</a> (eoContinue &lt; MOEOT &gt; &amp; _continuator, eoEvalFunc &lt; MOEOT &gt; &amp; _eval, eoGenOp &lt; MOEOT &gt; &amp; _op) :
<a name="l00093"></a>00093 <a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>(0), <a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a>(_continuator), <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a>(_eval), <a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>(2),
<a name="l00094"></a>00094 <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a>(<a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>, <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>), <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>(<a class="code" href="classmoeoNSGAII.html#21e98772db6326a94d44a7f9a27d36f0">defaultQuadOp</a>, 1.0, <a class="code" href="classmoeoNSGAII.html#81f823297f146b3b6ce7460cb043e25e">defaultMonOp</a>, 1.0),
<a name="l00095"></a>00095 <a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>(<a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>, _op), <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a>(<a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>)
<a name="l00096"></a>00096 {}
<a name="l00097"></a>00097
<a name="l00098"></a>00098
<a name="l00105"></a><a class="code" href="classmoeoNSGAII.html#a2b8d5b2ca7e7fd5845c6cda896b75c6">00105</a> <a class="code" href="classmoeoNSGAII.html#a13ddb75d60e2956905a9eacca2e0b2e">moeoNSGAII</a> (eoContinue &lt; MOEOT &gt; &amp; _continuator, eoEvalFunc &lt; MOEOT &gt; &amp; _eval, eoTransform &lt; MOEOT &gt; &amp; _op) :
<a name="l00106"></a>00106 <a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a>(_continuator), <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a>(_eval), <a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>(2),
<a name="l00107"></a>00107 <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a>(<a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>, <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>), <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>(<a class="code" href="classmoeoNSGAII.html#21e98772db6326a94d44a7f9a27d36f0">defaultQuadOp</a>, 0.0, <a class="code" href="classmoeoNSGAII.html#81f823297f146b3b6ce7460cb043e25e">defaultMonOp</a>, 0.0),
<a name="l00108"></a>00108 <a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>(<a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>, _op), <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a>(<a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>)
<a name="l00109"></a>00109 {}
<a name="l00110"></a>00110
<a name="l00111"></a>00111
<a name="l00116"></a><a class="code" href="classmoeoNSGAII.html#60ba3ed4287efe81e1ff66b22e1d2e14">00116</a> <span class="keyword">virtual</span> <span class="keywordtype">void</span> <a class="code" href="classmoeoNSGAII.html#60ba3ed4287efe81e1ff66b22e1d2e14">operator () </a>(eoPop &lt; MOEOT &gt; &amp;_pop)
<a name="l00117"></a>00117 {
<a name="l00118"></a>00118 eoPop &lt; MOEOT &gt; offspring, empty_pop;
<a name="l00119"></a>00119 <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a> (empty_pop, _pop); <span class="comment">// a first eval of _pop</span>
<a name="l00120"></a>00120 <span class="comment">// evaluate fitness and diversity</span>
<a name="l00121"></a>00121 <a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>(_pop);
<a name="l00122"></a>00122 <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>(_pop);
<a name="l00123"></a>00123 <span class="keywordflow">do</span>
<a name="l00124"></a>00124 {
<a name="l00125"></a>00125 <span class="comment">// generate offspring, worths are recalculated if necessary</span>
<a name="l00126"></a>00126 <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a> (_pop, offspring);
<a name="l00127"></a>00127 <span class="comment">// eval of offspring</span>
<a name="l00128"></a>00128 <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a> (_pop, offspring);
<a name="l00129"></a>00129 <span class="comment">// after replace, the new pop is in _pop. Worths are recalculated if necessary</span>
<a name="l00130"></a>00130 <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a> (_pop, offspring);
<a name="l00131"></a>00131 } <span class="keywordflow">while</span> (<a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a> (_pop));
<a name="l00132"></a>00132 }
<a name="l00133"></a>00133
<a name="l00134"></a>00134
<a name="l00135"></a>00135 <span class="keyword">protected</span>:
<a name="l00136"></a>00136
<a name="l00138"></a><a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">00138</a> eoGenContinue &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#2bc5adbd55a32faead1c4ac0cbac3b35">defaultGenContinuator</a>;
<a name="l00140"></a><a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">00140</a> eoContinue &lt; MOEOT &gt; &amp; <a class="code" href="classmoeoNSGAII.html#7eb1e36631eebbe3216167b1077e3a53">continuator</a>;
<a name="l00142"></a><a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">00142</a> eoPopLoopEval &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#5b042567e51f014b3fe841346d9830a0">popEval</a>;
<a name="l00144"></a><a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">00144</a> moeoDetTournamentSelect &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#6134c5baa1c6921aaacd67f6f452871a">select</a>;
<a name="l00146"></a><a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">00146</a> moeoFastNonDominatedSortingFitnessAssignment &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#2cf7c853cc4213664b0654b1e5a8862a">fitnessAssignment</a>;
<a name="l00148"></a><a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">00148</a> moeoFrontByFrontCrowdingDiversityAssignment &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#4abf4583668c6f145f4dbb0a24d2dae0">diversityAssignment</a>;
<a name="l00150"></a><a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">00150</a> moeoElitistReplacement &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#75bc4b735c5de2a6fc93b2f2b63c7251">replace</a>;
<a name="l00152"></a><a class="code" href="classmoeoNSGAII.html#21e98772db6326a94d44a7f9a27d36f0">00152</a> eoQuadCloneOp &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#21e98772db6326a94d44a7f9a27d36f0">defaultQuadOp</a>;
<a name="l00154"></a><a class="code" href="classmoeoNSGAII.html#81f823297f146b3b6ce7460cb043e25e">00154</a> eoMonCloneOp &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#81f823297f146b3b6ce7460cb043e25e">defaultMonOp</a>;
<a name="l00156"></a><a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">00156</a> eoSGAGenOp &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#a2050440184979533f2c403bb044c064">defaultSGAGenOp</a>;
<a name="l00158"></a><a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">00158</a> eoGeneralBreeder &lt; MOEOT &gt; <a class="code" href="classmoeoNSGAII.html#2099c3069a7da12485578fc66ff71ff1">genBreed</a>;
<a name="l00160"></a><a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">00160</a> eoBreed &lt; MOEOT &gt; &amp; <a class="code" href="classmoeoNSGAII.html#17954849435e579d74bf37ed7b9063fc">breed</a>;
<a name="l00161"></a>00161
<a name="l00162"></a>00162 };
<a name="l00163"></a>00163
<a name="l00164"></a>00164 <span class="preprocessor">#endif </span><span class="comment">/*MOEONSGAII_H_*/</span>
</pre></div><hr size="1"><address style="align: right;"><small>Generated on Mon Oct 8 10:35:51 2007 for ParadisEO-MOEOMovingObjects by&nbsp;
<a href="http://www.doxygen.org/index.html">
<img src="doxygen.png" alt="doxygen" align="middle" border="0"></a> 1.4.7 </small></address>
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