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paradiseo/trunk/paradiseo-peo/doc/html/Lesson3_2main_8cpp-source.html
legrand abc68c9e88 completed doc 
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<h1>main.cpp</h1><div class="fragment"><pre class="fragment"><a name="l00001"></a>00001 <span class="comment">/* </span>
<a name="l00002"></a>00002 <span class="comment">* &lt;main.cpp&gt;</span>
<a name="l00003"></a>00003 <span class="comment">* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007</span>
<a name="l00004"></a>00004 <span class="comment">* (C) OPAC Team, LIFL, 2002-2007</span>
<a name="l00005"></a>00005 <span class="comment">*</span>
<a name="l00006"></a>00006 <span class="comment">* Sebastien Cahon, Alexandru-Adrian Tantar</span>
<a name="l00007"></a>00007 <span class="comment">*</span>
<a name="l00008"></a>00008 <span class="comment">* This software is governed by the CeCILL license under French law and</span>
<a name="l00009"></a>00009 <span class="comment">* abiding by the rules of distribution of free software. You can use,</span>
<a name="l00010"></a>00010 <span class="comment">* modify and/ or redistribute the software under the terms of the CeCILL</span>
<a name="l00011"></a>00011 <span class="comment">* license as circulated by CEA, CNRS and INRIA at the following URL</span>
<a name="l00012"></a>00012 <span class="comment">* "http://www.cecill.info".</span>
<a name="l00013"></a>00013 <span class="comment">*</span>
<a name="l00014"></a>00014 <span class="comment">* As a counterpart to the access to the source code and rights to copy,</span>
<a name="l00015"></a>00015 <span class="comment">* modify and redistribute granted by the license, users are provided only</span>
<a name="l00016"></a>00016 <span class="comment">* with a limited warranty and the software's author, the holder of the</span>
<a name="l00017"></a>00017 <span class="comment">* economic rights, and the successive licensors have only limited liability.</span>
<a name="l00018"></a>00018 <span class="comment">*</span>
<a name="l00019"></a>00019 <span class="comment">* In this respect, the user's attention is drawn to the risks associated</span>
<a name="l00020"></a>00020 <span class="comment">* with loading, using, modifying and/or developing or reproducing the</span>
<a name="l00021"></a>00021 <span class="comment">* software by the user in light of its specific status of free software,</span>
<a name="l00022"></a>00022 <span class="comment">* that may mean that it is complicated to manipulate, and that also</span>
<a name="l00023"></a>00023 <span class="comment">* therefore means that it is reserved for developers and experienced</span>
<a name="l00024"></a>00024 <span class="comment">* professionals having in-depth computer knowledge. Users are therefore</span>
<a name="l00025"></a>00025 <span class="comment">* encouraged to load and test the software's suitability as regards their</span>
<a name="l00026"></a>00026 <span class="comment">* requirements in conditions enabling the security of their systems and/or</span>
<a name="l00027"></a>00027 <span class="comment">* data to be ensured and, more generally, to use and operate it in the</span>
<a name="l00028"></a>00028 <span class="comment">* same conditions as regards security.</span>
<a name="l00029"></a>00029 <span class="comment">* The fact that you are presently reading this means that you have had</span>
<a name="l00030"></a>00030 <span class="comment">* knowledge of the CeCILL license and that you accept its terms.</span>
<a name="l00031"></a>00031 <span class="comment">*</span>
<a name="l00032"></a>00032 <span class="comment">* ParadisEO WebSite : http://paradiseo.gforge.inria.fr</span>
<a name="l00033"></a>00033 <span class="comment">* Contact: paradiseo-help@lists.gforge.inria.fr</span>
<a name="l00034"></a>00034 <span class="comment">*</span>
<a name="l00035"></a>00035 <span class="comment">*/</span>
<a name="l00036"></a>00036
<a name="l00037"></a>00037 <span class="preprocessor">#include "route.h"</span>
<a name="l00038"></a>00038 <span class="preprocessor">#include "route_init.h"</span>
<a name="l00039"></a>00039 <span class="preprocessor">#include "route_eval.h"</span>
<a name="l00040"></a>00040
<a name="l00041"></a>00041 <span class="preprocessor">#include "order_xover.h"</span>
<a name="l00042"></a>00042 <span class="preprocessor">#include "city_swap.h"</span>
<a name="l00043"></a>00043
<a name="l00044"></a>00044 <span class="preprocessor">#include "param.h"</span>
<a name="l00045"></a>00045
<a name="l00046"></a>00046
<a name="l00047"></a>00047 <span class="preprocessor">#include &lt;peo&gt;</span>
<a name="l00048"></a>00048
<a name="l00049"></a>00049
<a name="l00050"></a>00050 <span class="preprocessor">#define POP_SIZE 10</span>
<a name="l00051"></a>00051 <span class="preprocessor"></span><span class="preprocessor">#define NUM_GEN 100</span>
<a name="l00052"></a>00052 <span class="preprocessor"></span><span class="preprocessor">#define CROSS_RATE 1.0</span>
<a name="l00053"></a>00053 <span class="preprocessor"></span><span class="preprocessor">#define MUT_RATE 0.01</span>
<a name="l00054"></a>00054 <span class="preprocessor"></span>
<a name="l00055"></a>00055 <span class="preprocessor">#define MIG_FREQ 10</span>
<a name="l00056"></a>00056 <span class="preprocessor"></span><span class="preprocessor">#define MIG_SIZE 5</span>
<a name="l00057"></a>00057 <span class="preprocessor"></span>
<a name="l00058"></a>00058
<a name="l00059"></a>00059 <span class="keywordtype">int</span> main( <span class="keywordtype">int</span> __argc, <span class="keywordtype">char</span>** __argv ) {
<a name="l00060"></a>00060
<a name="l00061"></a>00061 <span class="comment">// initializing the ParadisEO-PEO environment</span>
<a name="l00062"></a>00062 <a class="code" href="namespacepeo.html#8184c3b1f7eecc68f69bb8e8b872a7d3">peo :: init</a>( __argc, __argv );
<a name="l00063"></a>00063
<a name="l00064"></a>00064
<a name="l00065"></a>00065 <span class="comment">// processing the command line specified parameters</span>
<a name="l00066"></a>00066 <a class="code" href="namespacepeo.html#2b496ee9b81d9ae322ae6edb9a93dc71">loadParameters</a>( __argc, __argv );
<a name="l00067"></a>00067
<a name="l00068"></a>00068
<a name="l00069"></a>00069 <span class="comment">// init, eval operators, EA operators -------------------------------------------------------------------------------------------------------------</span>
<a name="l00070"></a>00070
<a name="l00071"></a>00071 <a class="codeRef" doxygen="mo.doxytag:/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/" href="/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/class_route_init.html">RouteInit</a> route_init; <span class="comment">// random init object - creates random Route objects</span>
<a name="l00072"></a>00072 <a class="codeRef" doxygen="mo.doxytag:/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/" href="/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/class_route_eval.html">RouteEval</a> full_eval; <span class="comment">// evaluator object - offers a fitness value for a specified Route object</span>
<a name="l00073"></a>00073
<a name="l00074"></a>00074 <a class="codeRef" doxygen="mo.doxytag:/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/" href="/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/class_order_xover.html">OrderXover</a> crossover; <span class="comment">// crossover operator - creates two offsprings out of two specified parents</span>
<a name="l00075"></a>00075 <a class="codeRef" doxygen="mo.doxytag:/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/" href="/data/OPAC/software/paradisEO/repository/paradiseo/trunk/paradiseo-peo/build/../../paradiseo-mo/build/doc/html/class_city_swap.html">CitySwap</a> mutation; <span class="comment">// mutation operator - randomly mutates one gene for a specified individual</span>
<a name="l00076"></a>00076 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00077"></a>00077
<a name="l00078"></a>00078
<a name="l00079"></a>00079 <span class="comment">// evolutionary algorithm components --------------------------------------------------------------------------------------------------------------</span>
<a name="l00080"></a>00080
<a name="l00081"></a>00081 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_pop.html">eoPop&lt; Route &gt;</a> population( POP_SIZE, route_init ); <span class="comment">// initial population for the algorithm having POP_SIZE individuals</span>
<a name="l00082"></a>00082 <a class="code" href="classpeoParaPopEval.html">peoParaPopEval&lt; Route &gt;</a> eaPopEval( full_eval ); <span class="comment">// evaluator object - to be applied at each iteration on the entire population</span>
<a name="l00083"></a>00083
<a name="l00084"></a>00084 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_gen_continue.html">eoGenContinue&lt; Route &gt;</a> eaCont( NUM_GEN ); <span class="comment">// continuation criterion - the algorithm will iterate for NUM_GEN generations</span>
<a name="l00085"></a>00085 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_check_point.html">eoCheckPoint&lt; Route &gt;</a> eaCheckpointContinue( eaCont ); <span class="comment">// checkpoint object - verify at each iteration if the continuation criterion is met</span>
<a name="l00086"></a>00086
<a name="l00087"></a>00087 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_ranking_select.html">eoRankingSelect&lt; Route &gt;</a> selectionStrategy; <span class="comment">// selection strategy - applied at each iteration for selecting parent individuals</span>
<a name="l00088"></a>00088 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_select_number.html">eoSelectNumber&lt; Route &gt;</a> eaSelect( selectionStrategy, POP_SIZE ); <span class="comment">// selection object - POP_SIZE individuals are selected at each iteration</span>
<a name="l00089"></a>00089
<a name="l00090"></a>00090 <span class="comment">// transform operator - includes the crossover and the mutation operators with a specified associated rate</span>
<a name="l00091"></a>00091 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_s_g_a_transform.html">eoSGATransform&lt; Route &gt;</a> transform( crossover, CROSS_RATE, mutation, MUT_RATE );
<a name="l00092"></a>00092 <a class="code" href="classpeoSeqTransform.html">peoSeqTransform&lt; Route &gt;</a> eaTransform( transform ); <span class="comment">// ParadisEO transform operator (please remark the peo prefix) - wraps an e EO transform object</span>
<a name="l00093"></a>00093
<a name="l00094"></a>00094 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_plus_replacement.html">eoPlusReplacement&lt; Route &gt;</a> eaReplace; <span class="comment">// replacement strategy - for replacing the initial population with offspring individuals</span>
<a name="l00095"></a>00095 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00096"></a>00096
<a name="l00097"></a>00097
<a name="l00098"></a>00098
<a name="l00099"></a>00099 <a class="code" href="classRingTopology.html">RingTopology</a> topology;
<a name="l00100"></a>00100
<a name="l00101"></a>00101 <span class="comment">// migration policy and components ----------------------------------------------------------------------------------------------------------------</span>
<a name="l00102"></a>00102
<a name="l00103"></a>00103 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_periodic_continue.html">eoPeriodicContinue&lt; Route &gt;</a> mig_cont( MIG_FREQ ); <span class="comment">// migration occurs periodically</span>
<a name="l00104"></a>00104
<a name="l00105"></a>00105 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_random_select.html">eoRandomSelect&lt; Route &gt;</a> mig_select_one; <span class="comment">// emigrants are randomly selected </span>
<a name="l00106"></a>00106 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_select_number.html">eoSelectNumber&lt; Route &gt;</a> mig_select( mig_select_one, MIG_SIZE );
<a name="l00107"></a>00107
<a name="l00108"></a>00108 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_plus_replacement.html">eoPlusReplacement&lt; Route &gt;</a> mig_replace; <span class="comment">// immigrants replace the worse individuals</span>
<a name="l00109"></a>00109
<a name="l00110"></a>00110 <a class="code" href="classpeoSyncIslandMig.html">peoSyncIslandMig&lt; Route &gt;</a> mig( MIG_FREQ, mig_select, mig_replace, topology, population, population );
<a name="l00111"></a>00111 <span class="comment">//peoAsyncIslandMig&lt; Route &gt; mig( mig_cont, mig_select, mig_replace, topology, population, population );</span>
<a name="l00112"></a>00112
<a name="l00113"></a>00113 eaCheckpointContinue.add( mig );
<a name="l00114"></a>00114 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00115"></a>00115
<a name="l00116"></a>00116
<a name="l00117"></a>00117
<a name="l00118"></a>00118
<a name="l00119"></a>00119
<a name="l00120"></a>00120 <span class="comment">// ParadisEO-PEO evolutionary algorithm -----------------------------------------------------------------------------------------------------------</span>
<a name="l00121"></a>00121
<a name="l00122"></a>00122 <a class="code" href="classpeoEA.html">peoEA&lt; Route &gt;</a> eaAlg( eaCheckpointContinue, eaPopEval, eaSelect, eaTransform, eaReplace );
<a name="l00123"></a>00123
<a name="l00124"></a>00124 mig.setOwner( eaAlg );
<a name="l00125"></a>00125
<a name="l00126"></a>00126 eaAlg( population ); <span class="comment">// specifying the initial population for the algorithm, to be iteratively evolved</span>
<a name="l00127"></a>00127 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00128"></a>00128
<a name="l00129"></a>00129
<a name="l00130"></a>00130
<a name="l00131"></a>00131
<a name="l00132"></a>00132 <span class="comment">// evolutionary algorithm components --------------------------------------------------------------------------------------------------------------</span>
<a name="l00133"></a>00133
<a name="l00134"></a>00134 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_pop.html">eoPop&lt; Route &gt;</a> population2( POP_SIZE, route_init ); <span class="comment">// initial population for the algorithm having POP_SIZE individuals</span>
<a name="l00135"></a>00135 <a class="code" href="classpeoParaPopEval.html">peoParaPopEval&lt; Route &gt;</a> eaPopEval2( full_eval ); <span class="comment">// evaluator object - to be applied at each iteration on the entire population</span>
<a name="l00136"></a>00136
<a name="l00137"></a>00137 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_gen_continue.html">eoGenContinue&lt; Route &gt;</a> eaCont2( NUM_GEN ); <span class="comment">// continuation criterion - the algorithm will iterate for NUM_GEN generations</span>
<a name="l00138"></a>00138 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_check_point.html">eoCheckPoint&lt; Route &gt;</a> eaCheckpointContinue2( eaCont2 ); <span class="comment">// checkpoint object - verify at each iteration if the continuation criterion is met</span>
<a name="l00139"></a>00139
<a name="l00140"></a>00140 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_ranking_select.html">eoRankingSelect&lt; Route &gt;</a> selectionStrategy2; <span class="comment">// selection strategy - applied at each iteration for selecting parent individuals</span>
<a name="l00141"></a>00141 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_select_number.html">eoSelectNumber&lt; Route &gt;</a> eaSelect2( selectionStrategy2, POP_SIZE ); <span class="comment">// selection object - POP_SIZE individuals are selected at each iteration</span>
<a name="l00142"></a>00142
<a name="l00143"></a>00143 <span class="comment">// transform operator - includes the crossover and the mutation operators with a specified associated rate</span>
<a name="l00144"></a>00144 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_s_g_a_transform.html">eoSGATransform&lt; Route &gt;</a> transform2( crossover, CROSS_RATE, mutation, MUT_RATE );
<a name="l00145"></a>00145 <a class="code" href="classpeoSeqTransform.html">peoSeqTransform&lt; Route &gt;</a> eaTransform2( transform2 ); <span class="comment">// ParadisEO transform operator (please remark the peo prefix) - wraps an e EO transform object</span>
<a name="l00146"></a>00146
<a name="l00147"></a>00147 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_plus_replacement.html">eoPlusReplacement&lt; Route &gt;</a> eaReplace2; <span class="comment">// replacement strategy - for replacing the initial population with offspring individuals</span>
<a name="l00148"></a>00148 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00149"></a>00149
<a name="l00150"></a>00150
<a name="l00151"></a>00151
<a name="l00152"></a>00152
<a name="l00153"></a>00153 <span class="comment">// migration policy and components ----------------------------------------------------------------------------------------------------------------</span>
<a name="l00154"></a>00154
<a name="l00155"></a>00155 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_periodic_continue.html">eoPeriodicContinue&lt; Route &gt;</a> mig_cont2( MIG_FREQ ); <span class="comment">// migration occurs periodically</span>
<a name="l00156"></a>00156
<a name="l00157"></a>00157 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_random_select.html">eoRandomSelect&lt; Route &gt;</a> mig_select_one2; <span class="comment">// emigrants are randomly selected </span>
<a name="l00158"></a>00158 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_select_number.html">eoSelectNumber&lt; Route &gt;</a> mig_select2( mig_select_one2, MIG_SIZE );
<a name="l00159"></a>00159
<a name="l00160"></a>00160 <a class="codeRef" doxygen="eo.doxytag:http://eodev.sourceforge.net/eo/doc/html/" href="http://eodev.sourceforge.net/eo/doc/html/classeo_plus_replacement.html">eoPlusReplacement&lt; Route &gt;</a> mig_replace2; <span class="comment">// immigrants replace the worse individuals</span>
<a name="l00161"></a>00161
<a name="l00162"></a>00162 <a class="code" href="classpeoSyncIslandMig.html">peoSyncIslandMig&lt; Route &gt;</a> mig2( MIG_FREQ, mig_select2, mig_replace2, topology, population2, population2 );
<a name="l00163"></a>00163 <span class="comment">//peoAsyncIslandMig&lt; Route &gt; mig2( mig_cont2, mig_select2, mig_replace2, topology, population2, population2 );</span>
<a name="l00164"></a>00164
<a name="l00165"></a>00165 eaCheckpointContinue2.add( mig2 );
<a name="l00166"></a>00166 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00167"></a>00167
<a name="l00168"></a>00168
<a name="l00169"></a>00169
<a name="l00170"></a>00170
<a name="l00171"></a>00171
<a name="l00172"></a>00172 <span class="comment">// ParadisEO-PEO evolutionary algorithm -----------------------------------------------------------------------------------------------------------</span>
<a name="l00173"></a>00173
<a name="l00174"></a>00174 <a class="code" href="classpeoEA.html">peoEA&lt; Route &gt;</a> eaAlg2( eaCheckpointContinue2, eaPopEval2, eaSelect2, eaTransform2, eaReplace2 );
<a name="l00175"></a>00175
<a name="l00176"></a>00176 mig2.setOwner( eaAlg2 );
<a name="l00177"></a>00177
<a name="l00178"></a>00178 eaAlg2( population2 ); <span class="comment">// specifying the initial population for the algorithm, to be iteratively evolved</span>
<a name="l00179"></a>00179 <span class="comment">// ------------------------------------------------------------------------------------------------------------------------------------------------</span>
<a name="l00180"></a>00180
<a name="l00181"></a>00181
<a name="l00182"></a>00182
<a name="l00183"></a>00183 <a class="code" href="namespacepeo.html#10819b2d60b37477c6a89b60c595c67c">peo :: run</a>( );
<a name="l00184"></a>00184 <a class="code" href="namespacepeo.html#f90478489cc92d1e6abb222179163a30">peo :: finalize</a>( );
<a name="l00185"></a>00185 <span class="comment">// shutting down the ParadisEO-PEO environment</span>
<a name="l00186"></a>00186
<a name="l00187"></a>00187 <span class="keywordflow">return</span> 0;
<a name="l00188"></a>00188 }
</pre></div><hr size="1"><address style="align: right;"><small>Generated on Mon Oct 8 11:16:45 2007 for ParadisEO-PEOMovingObjects 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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