00001 * release 0.1 +00002 +00003 # Local Variables: +00004 # coding: iso-8859-1 +00005 # mode: text +00006 # fill-column: 80 +00007 # End: +
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+00001 PARADISEO-MOEO README FILE +00002 ======================================================================= +00003 check latest news at http://paradiseo.gforge.inria.fr/ +00004 ======================================================================= +00005 +00006 Welcome to ParadisEO-MOEO, the Multi-Objective Evolving Objects library. +00007 +00008 The latest news about ParadisEO-MOEO can be found on the gforge repository at +00009 +00010 http://paradiseo.gforge.inria.fr/ +00011 +00012 In case of any problem, please e-mail us at +00013 +00014 paradiseo-help@lists.gforge.inria.fr +
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diff --git a/trunk/paradiseo-moeo/doc/html/annotated.html b/trunk/paradiseo-moeo/doc/html/annotated.html
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+| moeoArchive< EOT > | An archive is a secondary population that stores non-dominated solutions |
| moeoArchiveFitnessSavingUpdater< EOT > | This class allows to save the fitnesses of solutions contained in an archive into a file at each generation |
| moeoArchiveUpdater< EOT > | This class allows to update the archive at each generation with newly found non-dominated solutions |
| moeoBinaryMetricSavingUpdater< EOT > | This class allows to save the progression of a binary metric comparing the fitness values of the current population (or archive) with the fitness values of the population (or archive) of the generation (n-1) into a file |
| moeoBM< A1, A2, R > | Base class for binary metrics |
| moeoCombinedMOLS< EOT > | This class allows to embed a set of local searches that are sequentially applied, and so working and updating the same archive of non-dominated solutions |
| moeoContributionMetric< EOT > | The contribution metric evaluates the proportion of non-dominated solutions given by a Pareto set relatively to another Pareto set |
| moeoDisctinctElitistReplacement< EOT, WorthT > | Same than moeoElitistReplacement except that distinct individuals are privilegied |
| moeoElitistReplacement< EOT, WorthT > | Keep all the best individuals (almost cut-and-pasted from eoNDPlusReplacement, (c) Maarten Keijzer, Marc Schoenauer and GeNeura Team, 2002) |
| moeoEntropyMetric< EOT > | The entropy gives an idea of the diversity of a Pareto set relatively to another Pareto set |
| moeoHybridMOLS< EOT > | This class allows to apply a multi-objective local search to a number of selected individuals contained in the archive at every generation until a stopping criteria is verified |
| moeoMetric | Base class for performance metrics (also called quality indicators) |
| moeoMOLS< EOT > | Abstract class for local searches applied to multi-objective optimization |
| moeoReplacement< EOT, WorthT > | Replacement strategy for multi-objective optimization |
| moeoSelectOneFromPopAndArch< EOT > | Elitist selection process that consists in choosing individuals in the archive as well as in the current population |
| moeoSolutionUM< EOT, R, EOFitness > | Base class for unary metrics dedicated to the performance evaluation of a single solution's Pareto fitness |
| moeoSolutionVsSolutionBM< EOT, R, EOFitness > | Base class for binary metrics dedicated to the performance comparison between two solutions's Pareto fitnesses |
| moeoUM< A, R > | Base class for unary metrics |
| moeoVectorUM< EOT, R, EOFitness > | Base class for unary metrics dedicated to the performance evaluation of a Pareto set (a vector of Pareto fitnesses) |
| moeoVectorVsSolutionBM< EOT, R, EOFitness > | Base class for binary metrics dedicated to the performance comparison between a Pareto set (a vector of Pareto fitnesses) and a single solution's Pareto fitness |
| moeoVectorVsVectorBM< EOT, R, EOFitness > | Base class for binary metrics dedicated to the performance comparison between two Pareto sets (two vectors of Pareto fitnesses) |
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diff --git a/trunk/paradiseo-moeo/doc/html/classes.html b/trunk/paradiseo-moeo/doc/html/classes.html
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoArchive-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoArchive-members.html
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+| contains(const EOFitness &_fit) const | moeoArchive< EOT > | [inline] |
| dominates(const EOFitness &_fit) const | moeoArchive< EOT > | [inline] |
| EOFitness typedef | moeoArchive< EOT > | |
| update(const EOT &_eo) | moeoArchive< EOT > | [inline] |
| update(const eoPop< EOT > &_pop) | moeoArchive< EOT > | [inline] |
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoArchive.html b/trunk/paradiseo-moeo/doc/html/classmoeoArchive.html
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+
+
+#include <moeoArchive.h>
+
Public Types | |
| +typedef EOT::Fitness | EOFitness |
| The fitness type of a solution. | |
Public Member Functions | |
| bool | dominates (const EOFitness &_fit) const |
| Returns true if the current archive dominates _fit. | |
| bool | contains (const EOFitness &_fit) const |
| Returns true if the current archive contains _fit. | |
| void | update (const EOT &_eo) |
| Updates the archive with a given individual _eo. | |
| void | update (const eoPop< EOT > &_pop) |
| Updates the archive with a given population _pop. | |
+ +
+Definition at line 21 of file moeoArchive.h.
| bool moeoArchive< EOT >::dominates | +( | +const EOFitness & | +_fit | +) | + const [inline] |
+
+Returns true if the current archive dominates _fit. +
+
| _fit | the (Pareto) fitness to compare with the current archive |
+Definition at line 39 of file moeoArchive.h. +
+Referenced by moeoArchive< EOT >::update(). +
| bool moeoArchive< EOT >::contains | +( | +const EOFitness & | +_fit | +) | + const [inline] |
+
+Returns true if the current archive contains _fit. +
+
| _fit | the (Pareto) fitness to search within the current archive |
+Definition at line 51 of file moeoArchive.h. +
| void moeoArchive< EOT >::update | +( | +const EOT & | +_eo | +) | + [inline] |
+
+Updates the archive with a given individual _eo. +
+
| _eo | the given individual |
+Definition at line 63 of file moeoArchive.h. +
+References moeoArchive< EOT >::dominates(). +
+Referenced by moeoArchive< EOT >::update(). +
| void moeoArchive< EOT >::update | +( | +const eoPop< EOT > & | +_pop | +) | + [inline] |
+
+Updates the archive with a given population _pop. +
+
| _pop | the given population |
+Definition at line 98 of file moeoArchive.h. +
+References moeoArchive< EOT >::update(). +
+
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoArchiveFitnessSavingUpdater-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoArchiveFitnessSavingUpdater-members.html
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+| arch | moeoArchiveFitnessSavingUpdater< EOT > | [private] |
| counter | moeoArchiveFitnessSavingUpdater< EOT > | [private] |
| filename | moeoArchiveFitnessSavingUpdater< EOT > | [private] |
| id | moeoArchiveFitnessSavingUpdater< EOT > | [private] |
| moeoArchiveFitnessSavingUpdater(moeoArchive< EOT > &_arch, const std::string &_filename="Res/Arch", int _id=-1) | moeoArchiveFitnessSavingUpdater< EOT > | [inline] |
| operator()() | moeoArchiveFitnessSavingUpdater< EOT > | [inline] |
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoArchiveFitnessSavingUpdater.html b/trunk/paradiseo-moeo/doc/html/classmoeoArchiveFitnessSavingUpdater.html
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+
+
+
+#include <moeoArchiveFitnessSavingUpdater.h>
+
Public Member Functions | |
| moeoArchiveFitnessSavingUpdater (moeoArchive< EOT > &_arch, const std::string &_filename="Res/Arch", int _id=-1) | |
| Ctor. | |
| +void | operator() () |
| Saves the fitness of the archive's members into the file. | |
Private Attributes | |
| +moeoArchive< EOT > & | arch |
| local archive | |
| +std::string | filename |
| target filename | |
| +int | id |
| own ID | |
| +unsigned | counter |
| counter | |
+ +
+Definition at line 27 of file moeoArchiveFitnessSavingUpdater.h.
| moeoArchiveFitnessSavingUpdater< EOT >::moeoArchiveFitnessSavingUpdater | +( | +moeoArchive< EOT > & | +_arch, | +|
| + | + | const std::string & | + _filename = "Res/Arch", |
+ |
| + | + | int | + _id = -1 | + |
| + | ) | + [inline] |
+
+Ctor. +
+
| _arch | local archive | |
| _filename | target filename | |
| _id | own ID |
+Definition at line 37 of file moeoArchiveFitnessSavingUpdater.h. +
+
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoArchiveUpdater-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoArchiveUpdater-members.html
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+| arch | moeoArchiveUpdater< EOT > | [private] |
| moeoArchiveUpdater(moeoArchive< EOT > &_arch, const eoPop< EOT > &_pop) | moeoArchiveUpdater< EOT > | [inline] |
| operator()() | moeoArchiveUpdater< EOT > | [inline] |
| pop | moeoArchiveUpdater< EOT > | [private] |
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoArchiveUpdater.html b/trunk/paradiseo-moeo/doc/html/classmoeoArchiveUpdater.html
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+
+
+
+#include <moeoArchiveUpdater.h>
+
Public Member Functions | |
| moeoArchiveUpdater (moeoArchive< EOT > &_arch, const eoPop< EOT > &_pop) | |
| Ctor. | |
| +void | operator() () |
| Updates the archive with newly found non-dominated solutions contained in the main population. | |
Private Attributes | |
| +moeoArchive< EOT > & | arch |
| the archive of non-dominated solutions | |
| +const eoPop< EOT > & | pop |
| the main population | |
+ +
+Definition at line 23 of file moeoArchiveUpdater.h.
| moeoArchiveUpdater< EOT >::moeoArchiveUpdater | +( | +moeoArchive< EOT > & | +_arch, | +|
| + | + | const eoPop< EOT > & | +_pop | + |
| + | ) | + [inline] |
+
+Ctor. +
+
| _arch | an archive of non-dominated solutions | |
| _pop | the main population |
+Definition at line 32 of file moeoArchiveUpdater.h. +
+
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoBM.html b/trunk/paradiseo-moeo/doc/html/classmoeoBM.html
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+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoBM< A1, A2, R >: +
+ +
+Definition at line 38 of file moeoMetric.h.
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoBinaryMetricSavingUpdater-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoBinaryMetricSavingUpdater-members.html
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+| counter | moeoBinaryMetricSavingUpdater< EOT > | [private] |
| EOFitness typedef | moeoBinaryMetricSavingUpdater< EOT > | |
| filename | moeoBinaryMetricSavingUpdater< EOT > | [private] |
| firstGen | moeoBinaryMetricSavingUpdater< EOT > | [private] |
| metric | moeoBinaryMetricSavingUpdater< EOT > | [private] |
| moeoBinaryMetricSavingUpdater(moeoVectorVsVectorBM< EOT, double > &_metric, const eoPop< EOT > &_pop, std::string _filename) | moeoBinaryMetricSavingUpdater< EOT > | [inline] |
| oldPop | moeoBinaryMetricSavingUpdater< EOT > | [private] |
| operator()() | moeoBinaryMetricSavingUpdater< EOT > | [inline] |
| pop | moeoBinaryMetricSavingUpdater< EOT > | [private] |
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoBinaryMetricSavingUpdater.html b/trunk/paradiseo-moeo/doc/html/classmoeoBinaryMetricSavingUpdater.html
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+
+
+
+#include <moeoBinaryMetricSavingUpdater.h>
+
Public Types | |
| +typedef EOT::Fitness | EOFitness |
| The fitness type of a solution. | |
Public Member Functions | |
| moeoBinaryMetricSavingUpdater (moeoVectorVsVectorBM< EOT, double > &_metric, const eoPop< EOT > &_pop, std::string _filename) | |
| Ctor. | |
| +void | operator() () |
| Saves the metric's value for the current generation. | |
Private Attributes | |
|
+moeoVectorVsVectorBM< EOT, + double > & | metric |
| binary metric comparing two Pareto sets | |
| +const eoPop< EOT > & | pop |
| main population | |
| +eoPop< EOT > | oldPop |
| (n-1) population | |
| +std::string | filename |
| target filename | |
| +bool | firstGen |
| is it the first generation ? | |
| +unsigned | counter |
| counter | |
+ +
+Definition at line 26 of file moeoBinaryMetricSavingUpdater.h.
| moeoBinaryMetricSavingUpdater< EOT >::moeoBinaryMetricSavingUpdater | +( | +moeoVectorVsVectorBM< EOT, double > & | +_metric, | +|
| + | + | const eoPop< EOT > & | +_pop, | +|
| + | + | std::string | +_filename | + |
| + | ) | + [inline] |
+
+Ctor. +
+
| _metric | the binary metric comparing two Pareto sets | |
| _pop | the main population | |
| _filename | the target filename |
+Definition at line 41 of file moeoBinaryMetricSavingUpdater.h. +
+
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoCombinedMOLS-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoCombinedMOLS-members.html
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+
+| add(moeoMOLS< EOT > &_ls) | moeoCombinedMOLS< EOT > | [inline] |
| combinedMOLS | moeoCombinedMOLS< EOT > | [private] |
| eval | moeoCombinedMOLS< EOT > | [private] |
| moeoCombinedMOLS(eoEvalFunc< EOT > &_eval, moeoMOLS< EOT > &_first_ls) | moeoCombinedMOLS< EOT > | [inline] |
| operator()(const EOT &_eo, moeoArchive< EOT > &_arch) | moeoCombinedMOLS< EOT > | [inline] |
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoCombinedMOLS.html b/trunk/paradiseo-moeo/doc/html/classmoeoCombinedMOLS.html
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+
+
+
+#include <moeoCombinedMOLS.h>
+
+
Inheritance diagram for moeoCombinedMOLS< EOT >: +
Public Member Functions | |
| moeoCombinedMOLS (eoEvalFunc< EOT > &_eval, moeoMOLS< EOT > &_first_ls) | |
| Ctor. | |
| void | add (moeoMOLS< EOT > &_ls) |
| Adds a new local search to combine. | |
| void | operator() (const EOT &_eo, moeoArchive< EOT > &_arch) |
| Gives a new solution in order to explore the neigborhood. | |
Private Attributes | |
| +eoEvalFunc< EOT > & | eval |
| the full evaluator of a solution | |
| +std::vector< moeoMOLS< EOT > * > | combinedMOLS |
| the vector that contains the combined MOLS | |
+ +
+Definition at line 24 of file moeoCombinedMOLS.h.
| moeoCombinedMOLS< EOT >::moeoCombinedMOLS | +( | +eoEvalFunc< EOT > & | +_eval, | +|
| + | + | moeoMOLS< EOT > & | +_first_ls | + |
| + | ) | + [inline] |
+
+Ctor. +
+
| _eval | the full evaluator of a solution | |
| _first_ls | the first multi-objective local search to add |
+Definition at line 33 of file moeoCombinedMOLS.h. +
+References moeoCombinedMOLS< EOT >::combinedMOLS. +
+
| void moeoCombinedMOLS< EOT >::add | +( | +moeoMOLS< EOT > & | +_ls | +) | + [inline] |
+
+Adds a new local search to combine. +
+
| _ls | the multi-objective local search to add |
+Definition at line 43 of file moeoCombinedMOLS.h. +
+References moeoCombinedMOLS< EOT >::combinedMOLS. +
| void moeoCombinedMOLS< EOT >::operator() | +( | +const EOT & | +_eo, | +|
| + | + | moeoArchive< EOT > & | +_arch | + |
| + | ) | + [inline] |
+
+Gives a new solution in order to explore the neigborhood. +
+The new non-dominated solutions are added to the archive
| _eo | the solution | |
| _arch | the archive of non-dominated solutions |
+Definition at line 54 of file moeoCombinedMOLS.h. +
+References moeoCombinedMOLS< EOT >::combinedMOLS, and moeoCombinedMOLS< EOT >::eval. +
+
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoCombinedMOLS.png b/trunk/paradiseo-moeo/doc/html/classmoeoCombinedMOLS.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoContributionMetric-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoContributionMetric-members.html
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+
+
+| card_C(const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) | moeoContributionMetric< EOT > | [inline, private] |
| card_N(const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) | moeoContributionMetric< EOT > | [inline, private] |
| card_W(const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) | moeoContributionMetric< EOT > | [inline, private] |
| EOFitness typedef | moeoContributionMetric< EOT > | |
| operator()(const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) | moeoContributionMetric< EOT > | [inline] |
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoContributionMetric.html b/trunk/paradiseo-moeo/doc/html/classmoeoContributionMetric.html
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+
+
+
+#include <moeoContributionMetric.h>
+
+
Inheritance diagram for moeoContributionMetric< EOT >: +
Public Types | |
| +typedef EOT::Fitness | EOFitness |
| The fitness type of a solution. | |
Public Member Functions | |
| double | operator() (const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) |
| Returns the contribution of the Pareto set '_set1' relatively to the Pareto set '_set2'. | |
Private Member Functions | |
| unsigned | card_C (const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) |
| Returns the number of solutions both in '_set1' and '_set2'. | |
| unsigned | card_W (const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) |
| Returns the number of solutions in '_set1' dominating at least one solution of '_set2'. | |
| unsigned | card_N (const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) |
| Returns the number of solutions in '_set1' having no relation of dominance with those from '_set2'. | |
+(Meunier, Talbi, Reininger: 'A multiobjective genetic algorithm for radio network optimization', in Proc. of the 2000 Congress on Evolutionary Computation, IEEE Press, pp. 317-324) +
+ +
+Definition at line 23 of file moeoContributionMetric.h.
| double moeoContributionMetric< EOT >::operator() | +( | +const std::vector< EOFitness > & | +_set1, | +|
| + | + | const std::vector< EOFitness > & | +_set2 | + |
| + | ) | + [inline] |
+
+Returns the contribution of the Pareto set '_set1' relatively to the Pareto set '_set2'. +
+
| _set1 | the first Pareto set | |
| _set2 | the second Pareto set |
+Definition at line 38 of file moeoContributionMetric.h. +
+References moeoContributionMetric< EOT >::card_C(), moeoContributionMetric< EOT >::card_N(), and moeoContributionMetric< EOT >::card_W(). +
| unsigned moeoContributionMetric< EOT >::card_C | +( | +const std::vector< EOFitness > & | +_set1, | +|
| + | + | const std::vector< EOFitness > & | +_set2 | + |
| + | ) | + [inline, private] |
+
+Returns the number of solutions both in '_set1' and '_set2'. +
+
| _set1 | the first Pareto set | |
| _set2 | the second Pareto set |
+Definition at line 57 of file moeoContributionMetric.h. +
+Referenced by moeoContributionMetric< EOT >::operator()(). +
| unsigned moeoContributionMetric< EOT >::card_W | +( | +const std::vector< EOFitness > & | +_set1, | +|
| + | + | const std::vector< EOFitness > & | +_set2 | + |
| + | ) | + [inline, private] |
+
+Returns the number of solutions in '_set1' dominating at least one solution of '_set2'. +
+
| _set1 | the first Pareto set | |
| _set2 | the second Pareto set |
+Definition at line 76 of file moeoContributionMetric.h. +
+Referenced by moeoContributionMetric< EOT >::operator()(). +
| unsigned moeoContributionMetric< EOT >::card_N | +( | +const std::vector< EOFitness > & | +_set1, | +|
| + | + | const std::vector< EOFitness > & | +_set2 | + |
| + | ) | + [inline, private] |
+
+Returns the number of solutions in '_set1' having no relation of dominance with those from '_set2'. +
+
| _set1 | the first Pareto set | |
| _set2 | the second Pareto set |
+Definition at line 95 of file moeoContributionMetric.h. +
+Referenced by moeoContributionMetric< EOT >::operator()(). +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoContributionMetric.png b/trunk/paradiseo-moeo/doc/html/classmoeoContributionMetric.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoDisctinctElitistReplacement-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoDisctinctElitistReplacement-members.html
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@@ -0,0 +1,41 @@
+
+
+| createNewPop(eoPop< EOT > &_pop, unsigned _size) | moeoDisctinctElitistReplacement< EOT, WorthT > | [inline, private] |
| moeoDisctinctElitistReplacement(eoPerf2Worth< EOT, WorthT > &_perf2worth) | moeoDisctinctElitistReplacement< EOT, WorthT > | [inline] |
| operator()(eoPop< EOT > &_parents, eoPop< EOT > &_offspring) | moeoDisctinctElitistReplacement< EOT, WorthT > | [inline] |
| perf2worth | moeoDisctinctElitistReplacement< EOT, WorthT > | [private] |
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoDisctinctElitistReplacement.html b/trunk/paradiseo-moeo/doc/html/classmoeoDisctinctElitistReplacement.html
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@@ -0,0 +1,196 @@
+
+
+
+#include <moeoReplacement.h>
+
+
Inheritance diagram for moeoDisctinctElitistReplacement< EOT, WorthT >: +
Public Member Functions | |
| moeoDisctinctElitistReplacement (eoPerf2Worth< EOT, WorthT > &_perf2worth) | |
| constructor | |
| void | operator() (eoPop< EOT > &_parents, eoPop< EOT > &_offspring) |
| replacement - result in _parents | |
Private Member Functions | |
| void | createNewPop (eoPop< EOT > &_pop, unsigned _size) |
| creation of the new population of size _size | |
Private Attributes | |
| +eoPerf2Worth< EOT, WorthT > & | perf2worth |
| the functor object to transform raw fitnesses into fitness for selection | |
+ +
+Definition at line 78 of file moeoReplacement.h.
| moeoDisctinctElitistReplacement< EOT, WorthT >::moeoDisctinctElitistReplacement | +( | +eoPerf2Worth< EOT, WorthT > & | +_perf2worth | +) | + [inline] |
+
+constructor +
+
| _perf2worth | the functor class to transform raw fitnesses into fitness for selection |
+Definition at line 87 of file moeoReplacement.h. +
+
| void moeoDisctinctElitistReplacement< EOT, WorthT >::operator() | +( | +eoPop< EOT > & | +_parents, | +|
| + | + | eoPop< EOT > & | +_offspring | + |
| + | ) | + [inline] |
+
+replacement - result in _parents +
+
| _parents | parents population | |
| _offspring | offspring population |
+Definition at line 99 of file moeoReplacement.h. +
+References moeoDisctinctElitistReplacement< EOT, WorthT >::createNewPop(). +
| void moeoDisctinctElitistReplacement< EOT, WorthT >::createNewPop | +( | +eoPop< EOT > & | +_pop, | +|
| + | + | unsigned | +_size | + |
| + | ) | + [inline, private] |
+
+creation of the new population of size _size +
+
| _pop | the initial population (will be modified) | |
| _size | the size of the population to create |
+Definition at line 123 of file moeoReplacement.h. +
+References moeoDisctinctElitistReplacement< EOT, WorthT >::perf2worth. +
+Referenced by moeoDisctinctElitistReplacement< EOT, WorthT >::operator()(). +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoDisctinctElitistReplacement.png b/trunk/paradiseo-moeo/doc/html/classmoeoDisctinctElitistReplacement.png
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@@ -0,0 +1,40 @@
+
+
+| moeoElitistReplacement(eoPerf2Worth< EOT, WorthT > &_perf2worth) | moeoElitistReplacement< EOT, WorthT > | [inline] |
| operator()(eoPop< EOT > &_parents, eoPop< EOT > &_offspring) | moeoElitistReplacement< EOT, WorthT > | [inline] |
| perf2worth | moeoElitistReplacement< EOT, WorthT > | [private] |
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoElitistReplacement.html b/trunk/paradiseo-moeo/doc/html/classmoeoElitistReplacement.html
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@@ -0,0 +1,147 @@
+
+
+
+#include <moeoReplacement.h>
+
+
Inheritance diagram for moeoElitistReplacement< EOT, WorthT >: +
Public Member Functions | |
| moeoElitistReplacement (eoPerf2Worth< EOT, WorthT > &_perf2worth) | |
| constructor | |
| void | operator() (eoPop< EOT > &_parents, eoPop< EOT > &_offspring) |
| replacement - result in _parents | |
Private Attributes | |
| +eoPerf2Worth< EOT, WorthT > & | perf2worth |
| the functor object to transform raw fitnesses into fitness for selection | |
+ +
+Definition at line 35 of file moeoReplacement.h.
| moeoElitistReplacement< EOT, WorthT >::moeoElitistReplacement | +( | +eoPerf2Worth< EOT, WorthT > & | +_perf2worth | +) | + [inline] |
+
+constructor +
+
| _perf2worth | the functor class to transform raw fitnesses into fitness for selection |
+Definition at line 43 of file moeoReplacement.h. +
+
| void moeoElitistReplacement< EOT, WorthT >::operator() | +( | +eoPop< EOT > & | +_parents, | +|
| + | + | eoPop< EOT > & | +_offspring | + |
| + | ) | + [inline] |
+
+replacement - result in _parents +
+
| _parents | parents population | |
| _offspring | offspring population |
+Definition at line 54 of file moeoReplacement.h. +
+References moeoElitistReplacement< EOT, WorthT >::perf2worth. +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoElitistReplacement.png b/trunk/paradiseo-moeo/doc/html/classmoeoElitistReplacement.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoEntropyMetric-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoEntropyMetric-members.html
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+
+
+| computeUnion(const std::vector< EOFitness > &_f1, const std::vector< EOFitness > &_f2, std::vector< EOFitness > &_f) | moeoEntropyMetric< EOT > | [inline, private] |
| EOFitness typedef | moeoEntropyMetric< EOT > | |
| euclidianDistance(const EOFitness &_set1, const EOFitness &_to, unsigned _deg=2) | moeoEntropyMetric< EOT > | [inline, private] |
| howManyInNicheOf(const std::vector< EOFitness > &_f, const EOFitness &_s, unsigned _size) | moeoEntropyMetric< EOT > | [inline, private] |
| normalize(std::vector< EOFitness > &_f) | moeoEntropyMetric< EOT > | [inline, private] |
| operator()(const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) | moeoEntropyMetric< EOT > | [inline] |
| prenormalize(const std::vector< EOFitness > &_f) | moeoEntropyMetric< EOT > | [inline, private] |
| removeDominated(std::vector< EOFitness > &_f) | moeoEntropyMetric< EOT > | [inline, private] |
| vect_max_val | moeoEntropyMetric< EOT > | [private] |
| vect_min_val | moeoEntropyMetric< EOT > | [private] |
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoEntropyMetric.html b/trunk/paradiseo-moeo/doc/html/classmoeoEntropyMetric.html
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@@ -0,0 +1,142 @@
+
+
+
+#include <moeoEntropyMetric.h>
+
+
Inheritance diagram for moeoEntropyMetric< EOT >: +
Public Types | |
| +typedef EOT::Fitness | EOFitness |
| The fitness type of a solution. | |
Public Member Functions | |
| double | operator() (const std::vector< EOFitness > &_set1, const std::vector< EOFitness > &_set2) |
| Returns the entropy of the Pareto set '_set1' relatively to the Pareto set '_set2'. | |
Private Member Functions | |
| +void | removeDominated (std::vector< EOFitness > &_f) |
| +void | prenormalize (const std::vector< EOFitness > &_f) |
| +void | normalize (std::vector< EOFitness > &_f) |
| +void | computeUnion (const std::vector< EOFitness > &_f1, const std::vector< EOFitness > &_f2, std::vector< EOFitness > &_f) |
| +unsigned | howManyInNicheOf (const std::vector< EOFitness > &_f, const EOFitness &_s, unsigned _size) |
| +double | euclidianDistance (const EOFitness &_set1, const EOFitness &_to, unsigned _deg=2) |
Private Attributes | |
| +std::vector< double > | vect_min_val |
| +std::vector< double > | vect_max_val |
+(Basseur, Seynhaeve, Talbi: 'Design of Multi-objective Evolutionary Algorithms: Application to the Flow-shop Scheduling Problem', in Proc. of the 2002 Congress on Evolutionary Computation, IEEE Press, pp. 1155-1156) +
+ +
+Definition at line 23 of file moeoEntropyMetric.h.
| double moeoEntropyMetric< EOT >::operator() | +( | +const std::vector< EOFitness > & | +_set1, | +|
| + | + | const std::vector< EOFitness > & | +_set2 | + |
| + | ) | + [inline] |
+
+Returns the entropy of the Pareto set '_set1' relatively to the Pareto set '_set2'. +
+
| _set1 | the first Pareto set | |
| _set2 | the second Pareto set |
+Definition at line 38 of file moeoEntropyMetric.h. +
+References moeoEntropyMetric< EOT >::computeUnion(), moeoEntropyMetric< EOT >::howManyInNicheOf(), moeoEntropyMetric< EOT >::normalize(), moeoEntropyMetric< EOT >::prenormalize(), and moeoEntropyMetric< EOT >::removeDominated(). +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoEntropyMetric.png b/trunk/paradiseo-moeo/doc/html/classmoeoEntropyMetric.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoHybridMOLS-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoHybridMOLS-members.html
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+
+
+| arch | moeoHybridMOLS< EOT > | [private] |
| eoHybridMOLS(eoContinue< EOT > &_term, eoSelect< EOT > &_select, moeoMOLS< EOT > &_mols, moeoArchive< EOT > &_arch) | moeoHybridMOLS< EOT > | [inline] |
| mols | moeoHybridMOLS< EOT > | [private] |
| operator()() | moeoHybridMOLS< EOT > | [inline] |
| select | moeoHybridMOLS< EOT > | [private] |
| term | moeoHybridMOLS< EOT > | [private] |
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoHybridMOLS.html b/trunk/paradiseo-moeo/doc/html/classmoeoHybridMOLS.html
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@@ -0,0 +1,135 @@
+
+
+
+#include <moeoHybridMOLS.h>
+
Public Member Functions | |
| eoHybridMOLS (eoContinue< EOT > &_term, eoSelect< EOT > &_select, moeoMOLS< EOT > &_mols, moeoArchive< EOT > &_arch) | |
| Ctor. | |
| +void | operator() () |
| Applies the multi-objective local search to selected individuals contained in the archive if the stopping criteria is not verified. | |
Private Attributes | |
| +eoContinue< EOT > & | term |
| stopping criteria | |
| +eoSelect< EOT > & | select |
| selector | |
| +moeoMOLS< EOT > & | mols |
| multi-objective local search | |
| +moeoArchive< EOT > & | arch |
| archive | |
+ +
+Definition at line 27 of file moeoHybridMOLS.h.
| moeoHybridMOLS< EOT >::eoHybridMOLS | +( | +eoContinue< EOT > & | +_term, | +|
| + | + | eoSelect< EOT > & | +_select, | +|
| + | + | moeoMOLS< EOT > & | +_mols, | +|
| + | + | moeoArchive< EOT > & | +_arch | + |
| + | ) | + [inline] |
+
+Ctor. +
+
| _term | stopping criteria | |
| _select | selector | |
| _mols | a multi-objective local search | |
| _arch | the archive |
+Definition at line 38 of file moeoHybridMOLS.h. +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoMOLS.html b/trunk/paradiseo-moeo/doc/html/classmoeoMOLS.html
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@@ -0,0 +1,61 @@
+
+
+
+#include <moeoMOLS.h>
+
+
Inheritance diagram for moeoMOLS< EOT >: +
+Starting from only one solution, it produces a set of new non-dominated solutions. +
+ +
+Definition at line 23 of file moeoMOLS.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoMOLS.png b/trunk/paradiseo-moeo/doc/html/classmoeoMOLS.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoMetric.html b/trunk/paradiseo-moeo/doc/html/classmoeoMetric.html
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@@ -0,0 +1,63 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoMetric: +
+ +
+Definition at line 21 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoMetric.png b/trunk/paradiseo-moeo/doc/html/classmoeoMetric.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoReplacement.html b/trunk/paradiseo-moeo/doc/html/classmoeoReplacement.html
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@@ -0,0 +1,60 @@
+
+
+
+#include <moeoReplacement.h>
+
+
Inheritance diagram for moeoReplacement< EOT, WorthT >: +
+ +
+Definition at line 24 of file moeoReplacement.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoReplacement.png b/trunk/paradiseo-moeo/doc/html/classmoeoReplacement.png
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diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoSelectOneFromPopAndArch-members.html b/trunk/paradiseo-moeo/doc/html/classmoeoSelectOneFromPopAndArch-members.html
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@@ -0,0 +1,46 @@
+
+
+| arch | moeoSelectOneFromPopAndArch< EOT > | [private] |
| archSelectOne | moeoSelectOneFromPopAndArch< EOT > | [private] |
| moeoSelectOneFromPopAndArch(eoSelectOne< EOT > &_popSelectOne, eoSelectOne< EOT > _archSelectOne, moeoArchive< EOT > &_arch, double _ratioFromPop=0.5) | moeoSelectOneFromPopAndArch< EOT > | [inline] |
| moeoSelectOneFromPopAndArch(eoSelectOne< EOT > &_popSelectOne, moeoArchive< EOT > &_arch, double _ratioFromPop=0.5) | moeoSelectOneFromPopAndArch< EOT > | [inline] |
| operator()(const eoPop< EOT > &pop) | moeoSelectOneFromPopAndArch< EOT > | [inline, virtual] |
| popSelectOne | moeoSelectOneFromPopAndArch< EOT > | [private] |
| randomSelect | moeoSelectOneFromPopAndArch< EOT > | [private] |
| ratioFromPop | moeoSelectOneFromPopAndArch< EOT > | [private] |
| setup(const eoPop< EOT > &_pop) | moeoSelectOneFromPopAndArch< EOT > | [inline, virtual] |
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoSelectOneFromPopAndArch.html b/trunk/paradiseo-moeo/doc/html/classmoeoSelectOneFromPopAndArch.html
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@@ -0,0 +1,194 @@
+
+
+
+#include <moeoSelectOneFromPopAndArch.h>
+
Public Member Functions | |
| moeoSelectOneFromPopAndArch (eoSelectOne< EOT > &_popSelectOne, eoSelectOne< EOT > _archSelectOne, moeoArchive< EOT > &_arch, double _ratioFromPop=0.5) | |
| Ctor. | |
| moeoSelectOneFromPopAndArch (eoSelectOne< EOT > &_popSelectOne, moeoArchive< EOT > &_arch, double _ratioFromPop=0.5) | |
| Ctor - the archive's selection operator is a random selector. | |
| +virtual const EOT & | operator() (const eoPop< EOT > &pop) |
| The selection process. | |
| +virtual void | setup (const eoPop< EOT > &_pop) |
| Setups some population stats. | |
Private Attributes | |
| +eoSelectOne< EOT > & | popSelectOne |
| The population's selection operator. | |
| +eoSelectOne< EOT > & | archSelectOne |
| The archive's selection operator. | |
| +moeoArchive< EOT > & | arch |
| the archive | |
| +double | ratioFromPop |
| the ratio of selected individuals from the population | |
| +eoRandomSelect< EOT > | randomSelect |
| the random selection operator | |
+ +
+Definition at line 25 of file moeoSelectOneFromPopAndArch.h.
| moeoSelectOneFromPopAndArch< EOT >::moeoSelectOneFromPopAndArch | +( | +eoSelectOne< EOT > & | +_popSelectOne, | +|
| + | + | eoSelectOne< EOT > | +_archSelectOne, | +|
| + | + | moeoArchive< EOT > & | +_arch, | +|
| + | + | double | + _ratioFromPop = 0.5 | + |
| + | ) | + [inline] |
+
+Ctor. +
+
| _popSelectOne | the population's selection operator | |
| _archSelectOne | the archive's selection operator | |
| _arch | the archive | |
| _ratioFromPop | the ratio of selected individuals from the population |
+Definition at line 37 of file moeoSelectOneFromPopAndArch.h. +
| moeoSelectOneFromPopAndArch< EOT >::moeoSelectOneFromPopAndArch | +( | +eoSelectOne< EOT > & | +_popSelectOne, | +|
| + | + | moeoArchive< EOT > & | +_arch, | +|
| + | + | double | + _ratioFromPop = 0.5 | + |
| + | ) | + [inline] |
+
+Ctor - the archive's selection operator is a random selector. +
+
| _popSelectOne | the population's selection operator | |
| _arch | the archive | |
| _ratioFromPop | the ratio of selected individuals from the population |
+Definition at line 49 of file moeoSelectOneFromPopAndArch.h. +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoSolutionUM.html b/trunk/paradiseo-moeo/doc/html/classmoeoSolutionUM.html
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+++ b/trunk/paradiseo-moeo/doc/html/classmoeoSolutionUM.html
@@ -0,0 +1,60 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoSolutionUM< EOT, R, EOFitness >: +
+ +
+Definition at line 47 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoSolutionUM.png b/trunk/paradiseo-moeo/doc/html/classmoeoSolutionUM.png
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+++ b/trunk/paradiseo-moeo/doc/html/classmoeoSolutionVsSolutionBM.html
@@ -0,0 +1,60 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoSolutionVsSolutionBM< EOT, R, EOFitness >: +
+ +
+Definition at line 70 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoSolutionVsSolutionBM.png b/trunk/paradiseo-moeo/doc/html/classmoeoSolutionVsSolutionBM.png
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+++ b/trunk/paradiseo-moeo/doc/html/classmoeoUM.html
@@ -0,0 +1,59 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoUM< A, R >: +
+ +
+Definition at line 29 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoUM.png b/trunk/paradiseo-moeo/doc/html/classmoeoUM.png
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+++ b/trunk/paradiseo-moeo/doc/html/classmoeoVectorUM.html
@@ -0,0 +1,60 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoVectorUM< EOT, R, EOFitness >: +
+ +
+Definition at line 58 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoVectorUM.png b/trunk/paradiseo-moeo/doc/html/classmoeoVectorUM.png
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--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/classmoeoVectorVsSolutionBM.html
@@ -0,0 +1,60 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoVectorVsSolutionBM< EOT, R, EOFitness >: +
+ +
+Definition at line 82 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoVectorVsSolutionBM.png b/trunk/paradiseo-moeo/doc/html/classmoeoVectorVsSolutionBM.png
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--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/classmoeoVectorVsVectorBM.html
@@ -0,0 +1,60 @@
+
+
+
+#include <moeoMetric.h>
+
+
Inheritance diagram for moeoVectorVsVectorBM< EOT, R, EOFitness >: +
+ +
+Definition at line 95 of file moeoMetric.h.
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/classmoeoVectorVsVectorBM.png b/trunk/paradiseo-moeo/doc/html/classmoeoVectorVsVectorBM.png
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index 000000000..c7db1a8a0
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/doxygen.css
@@ -0,0 +1,358 @@
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diff --git a/trunk/paradiseo-moeo/doc/html/doxygen.png b/trunk/paradiseo-moeo/doc/html/doxygen.png
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+++ b/trunk/paradiseo-moeo/doc/html/files.html
@@ -0,0 +1,47 @@
+
+
+| index.h [code] | |
| moeo.h [code] | |
| moeoArchive.h [code] | |
| moeoArchiveFitnessSavingUpdater.h [code] | |
| moeoArchiveUpdater.h [code] | |
| moeoBinaryMetricSavingUpdater.h [code] | |
| moeoCombinedMOLS.h [code] | |
| moeoContributionMetric.h [code] | |
| moeoEntropyMetric.h [code] | |
| moeoHybridMOLS.h [code] | |
| moeoMetric.h [code] | |
| moeoMOLS.h [code] | |
| moeoReplacement.h [code] | |
| moeoSelectOneFromPopAndArch.h [code] | |
| NEWS [code] | |
| README [code] |
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/ftv2blank.png b/trunk/paradiseo-moeo/doc/html/ftv2blank.png
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diff --git a/trunk/paradiseo-moeo/doc/html/functions.html b/trunk/paradiseo-moeo/doc/html/functions.html
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index 000000000..41a47d1c6
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/functions.html
@@ -0,0 +1,209 @@
+
+
++Here is a list of all documented class members with links to the class documentation for each member: +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/functions_func.html b/trunk/paradiseo-moeo/doc/html/functions_func.html
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index 000000000..d3b90ccc5
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+++ b/trunk/paradiseo-moeo/doc/html/functions_func.html
@@ -0,0 +1,145 @@
+
+
++ +
+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/functions_type.html b/trunk/paradiseo-moeo/doc/html/functions_type.html
new file mode 100644
index 000000000..fe541c63d
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/functions_type.html
@@ -0,0 +1,53 @@
+
+
++
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/functions_vars.html b/trunk/paradiseo-moeo/doc/html/functions_vars.html
new file mode 100644
index 000000000..bc5678480
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/functions_vars.html
@@ -0,0 +1,95 @@
+
+
++
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/hierarchy.html b/trunk/paradiseo-moeo/doc/html/hierarchy.html
new file mode 100644
index 000000000..4b8d74b59
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/hierarchy.html
@@ -0,0 +1,80 @@
+
+
+ 1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/index.html b/trunk/paradiseo-moeo/doc/html/index.html
new file mode 100644
index 000000000..7e73d848d
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/index.html
@@ -0,0 +1,8 @@
+
+
+00001 +00048 // Local Variables: +00049 // coding: iso-8859-1 +00050 // mode: C++ +00051 // c-file-style: "Stroustrup" +00052 // fill-column: 80 +00053 // End: +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/installdox b/trunk/paradiseo-moeo/doc/html/installdox
new file mode 100755
index 000000000..9b89fe025
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/installdox
@@ -0,0 +1,117 @@
+#!/usr/bin/perl
+
+%subst = ( );
+$quiet = 0;
+
+if (open(F,"search.cfg"))
+{
+ $_=+
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoArchiveFitnessSavingUpdater_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoArchiveFitnessSavingUpdater_8h-source.html
new file mode 100644
index 000000000..89e5ec1cf
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoArchiveFitnessSavingUpdater_8h-source.html
@@ -0,0 +1,86 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoArchiveFitnessSavingUpdater.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOARCHIVEFITNESSSAVINGUPDATER_H_ +00014 #define MOEOARCHIVEFITNESSSAVINGUPDATER_H_ +00015 +00016 #include <fstream> +00017 #include <string> +00018 #include <eoPop.h> +00019 #include <utils/eoUpdater.h> +00020 #include <moeoArchive.h> +00021 +00022 #define MAX_BUFFER_SIZE 1000 +00023 +00027 template < class EOT > class moeoArchiveFitnessSavingUpdater:public eoUpdater +00028 { +00029 public: +00030 +00037 moeoArchiveFitnessSavingUpdater (moeoArchive < EOT > &_arch, const std::string & _filename = "Res/Arch", int _id = -1):arch (_arch), filename (_filename), id (_id), +00038 counter +00039 (0) +00040 { +00041 } +00042 +00046 void operator () () +00047 { +00048 char buff[MAX_BUFFER_SIZE]; +00049 if (id == -1) +00050 sprintf (buff, "%s.%u", filename.c_str (), counter++); +00051 else +00052 sprintf (buff, "%s.%u.%u", filename.c_str (), id, counter++); +00053 std::ofstream f (buff); +00054 for (unsigned i = 0; i < arch.size (); i++) +00055 f << arch[i].fitness () << std::endl; +00056 f.close (); +00057 } +00058 +00059 +00060 private: +00061 +00063 moeoArchive < EOT > &arch; +00065 std::string filename; +00067 int id; +00069 unsigned counter; +00070 +00071 }; +00072 +00073 #endif /*MOEOARCHIVEFITNESSSAVINGUPDATER_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoArchiveUpdater_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoArchiveUpdater_8h-source.html
new file mode 100644
index 000000000..1615e61d2
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoArchiveUpdater_8h-source.html
@@ -0,0 +1,72 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoArchiveUpdater.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOARCHIVEUPDATER_H_ +00014 #define MOEOARCHIVEUPDATER_H_ +00015 +00016 #include <eoPop.h> +00017 #include <utils/eoUpdater.h> +00018 #include <moeoArchive.h> +00019 +00023 template < class EOT > class moeoArchiveUpdater:public eoUpdater +00024 { +00025 public: +00026 +00032 moeoArchiveUpdater (moeoArchive < EOT > &_arch, +00033 const eoPop < EOT > &_pop):arch (_arch), pop (_pop) +00034 { +00035 } +00036 +00037 +00041 void operator () () +00042 { +00043 arch.update (pop); +00044 } +00045 +00046 +00047 private: +00048 +00050 moeoArchive < EOT > &arch; +00052 const eoPop < EOT > &pop; +00053 +00054 }; +00055 +00056 #endif /*MOEOARCHIVEUPDATER_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoArchive_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoArchive_8h-source.html
new file mode 100644
index 000000000..ccaf3abda
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoArchive_8h-source.html
@@ -0,0 +1,113 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoArchive.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOARCHIVE_H_ +00014 #define MOEOARCHIVE_H_ +00015 +00016 #include <eoPop.h> +00017 +00021 template < class EOT > class moeoArchive:public eoPop < EOT > +00022 { +00023 public: +00024 +00025 using std::vector < EOT >::size; +00026 using std::vector < EOT >::operator[]; +00027 using std::vector < EOT >::back; +00028 using std::vector < EOT >::pop_back; +00029 +00033 typedef typename EOT::Fitness EOFitness; +00034 +00039 bool dominates (const EOFitness & _fit) const +00040 { +00041 for (unsigned i = 0; i < size; i++) +00042 if (operator[](i).fitness ().dominates (_fit)) +00043 return true; +00044 return false; +00045 } +00046 +00051 bool contains (const EOFitness & _fit) const +00052 { +00053 for (unsigned i = 0; i < size; i++) +00054 if (operator[](i).fitness () == _fit) +00055 return true; +00056 return false; +00057 } +00058 +00063 void update (const EOT & _eo) +00064 { +00065 // Removing the dominated solutions from the archive +00066 for (unsigned j = 0; j < size ();) +00067 { +00068 if (_eo.fitness ().dominates (operator[](j).fitness ())) +00069 { +00070 operator[](j) = back (); +00071 pop_back (); +00072 } +00073 else if (_eo.fitness () == operator[](j).fitness ()) +00074 { +00075 operator[](j) = back (); +00076 pop_back (); +00077 } +00078 else +00079 j++; +00080 } +00081 +00082 // Dominated ? +00083 bool dom = false; +00084 for (unsigned j = 0; j < size (); j++) +00085 if (operator [](j).fitness ().dominates (_eo.fitness ())) +00086 { +00087 dom = true; +00088 break; +00089 } +00090 if (!dom) +00091 push_back (_eo); +00092 } +00093 +00098 void update (const eoPop < EOT > &_pop) +00099 { +00100 for (unsigned i = 0; i < _pop.size (); i++) +00101 update (_pop[i]); +00102 } +00103 +00104 }; +00105 +00106 #endif /*MOEOARCHIVE_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoBinaryMetricSavingUpdater_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoBinaryMetricSavingUpdater_8h-source.html
new file mode 100644
index 000000000..8e75e3950
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoBinaryMetricSavingUpdater_8h-source.html
@@ -0,0 +1,101 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoBinaryMetricSavingUpdater.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOBINARYMETRICSAVINGUPDATER_H_ +00014 #define MOEOBINARYMETRICSAVINGUPDATER_H_ +00015 +00016 #include <fstream> +00017 #include <string> +00018 #include <eoPop.h> +00019 #include <utils/eoUpdater.h> +00020 #include <metric/moeoMetric.h> +00021 +00026 template < class EOT > class moeoBinaryMetricSavingUpdater:public eoUpdater +00027 { +00028 public: +00029 +00033 typedef typename EOT::Fitness EOFitness; +00034 +00041 moeoBinaryMetricSavingUpdater (moeoVectorVsVectorBM < EOT, double >&_metric, +00042 const eoPop < EOT > &_pop, +00043 std::string _filename):metric (_metric), +00044 pop (_pop), filename (_filename), counter (1) +00045 { +00046 } +00047 +00051 void operator () () +00052 { +00053 if (pop.size ()) +00054 { +00055 if (firstGen) +00056 { +00057 firstGen = false; +00058 } +00059 else +00060 { +00061 // creation of the two Pareto sets +00062 std::vector < EOFitness > from; +00063 std::vector < EOFitness > to; +00064 for (unsigned i = 0; i < pop.size (); i++) +00065 from.push_back (pop[i].fitness ()); +00066 for (unsigned i = 0; i < oldPop.size (); i++) +00067 to.push_back (oldPop[i].fitness ()); +00068 // writing the result into the file +00069 std::ofstream f (filename.c_str (), std::ios::app); +00070 f << counter++ << ' ' << metric (from, to) << std::endl; +00071 f.close (); +00072 } +00073 oldPop = pop; +00074 } +00075 } +00076 +00077 private: +00078 +00080 moeoVectorVsVectorBM < EOT, double >&metric; +00082 const eoPop < EOT > &pop; +00084 eoPop < EOT > oldPop; +00086 std::string filename; +00088 bool firstGen; +00090 unsigned counter; +00091 +00092 }; +00093 +00094 #endif /*MOEOBINARYMETRICSAVINGUPDATER_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoCombinedMOLS_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoCombinedMOLS_8h-source.html
new file mode 100644
index 000000000..ea9751429
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoCombinedMOLS_8h-source.html
@@ -0,0 +1,79 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoCombinedMOLS.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOCOMBINEDMOLS_H_ +00014 #define MOEOCOMBINEDMOLS_H_ +00015 +00016 #include <eoEvalFunc.h> +00017 #include <moeoArchive.h> +00018 #include <moeoMOLS.h> +00019 +00024 template < class EOT > class moeoCombinedMOLS:public moeoMOLS < EOT > +00025 { +00026 public: +00027 +00033 moeoCombinedMOLS (eoEvalFunc < EOT > &_eval, moeoMOLS < EOT > &_first_ls):eval +00034 (_eval) +00035 { +00036 combinedMOLS.push_back (&_first_ls); +00037 } +00038 +00043 void add (moeoMOLS < EOT > &_ls) +00044 { +00045 combinedMOLS.push_back (&_ls); +00046 } +00047 +00054 void operator () (const EOT & _eo, moeoArchive < EOT > &_arch) +00055 { +00056 eval (const_cast < EOT & >(_eo)); +00057 for (unsigned i = 0; i < combinedMOLS.size (); i++) +00058 combinedMOLS[i]->operator ()(_eo, _arch); +00059 } +00060 +00061 +00062 private: +00063 +00065 eoEvalFunc < EOT > &eval; +00067 std::vector < moeoMOLS < EOT > *>combinedMOLS; +00068 +00069 }; +00070 +00071 #endif /*MOEOCOMBINEDMOLS_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoContributionMetric_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoContributionMetric_8h-source.html
new file mode 100644
index 000000000..fda839c42
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoContributionMetric_8h-source.html
@@ -0,0 +1,117 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoContributionMetric.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOCONTRIBUTIONMETRIC_H_ +00014 #define MOEOCONTRIBUTIONMETRIC_H_ +00015 +00016 #include <metric/moeoMetric.h> +00017 +00023 template < class EOT > class moeoContributionMetric:public moeoVectorVsVectorBM < EOT, +00024 double > +00025 { +00026 public: +00027 +00031 typedef typename EOT::Fitness EOFitness; +00032 +00038 double operator () (const std::vector < EOFitness > &_set1, +00039 const std::vector < EOFitness > &_set2) +00040 { +00041 unsigned c = card_C (_set1, _set2); +00042 unsigned w1 = card_W (_set1, _set2); +00043 unsigned n1 = card_N (_set1, _set2); +00044 unsigned w2 = card_W (_set2, _set1); +00045 unsigned n2 = card_N (_set2, _set1); +00046 return (double) (c / 2.0 + w1 + n1) / (c + w1 + n1 + w2 + n2); +00047 } +00048 +00049 +00050 private: +00051 +00057 unsigned card_C (const std::vector < EOFitness > &_set1, +00058 const std::vector < EOFitness > &_set2) +00059 { +00060 unsigned c = 0; +00061 for (unsigned i = 0; i < _set1.size (); i++) +00062 for (unsigned j = 0; j < _set2.size (); j++) +00063 if (_set1[i] == _set2[j]) +00064 { +00065 c++; +00066 break; +00067 } +00068 return c; +00069 } +00070 +00076 unsigned card_W (const std::vector < EOFitness > &_set1, +00077 const std::vector < EOFitness > &_set2) +00078 { +00079 unsigned w = 0; +00080 for (unsigned i = 0; i < _set1.size (); i++) +00081 for (unsigned j = 0; j < _set2.size (); j++) +00082 if (_set1[i].dominates (_set2[j])) +00083 { +00084 w++; +00085 break; +00086 } +00087 return w; +00088 } +00089 +00095 unsigned card_N (const std::vector < EOFitness > &_set1, +00096 const std::vector < EOFitness > &_set2) +00097 { +00098 unsigned n = 0; +00099 for (unsigned i = 0; i < _set1.size (); i++) +00100 { +00101 bool domin_rel = false; +00102 for (unsigned j = 0; j < _set2.size (); j++) +00103 if (_set1[i].dominates (_set2[j]) || _set2[j].dominates (_set1[i])) +00104 { +00105 domin_rel = true; +00106 break; +00107 } +00108 if (!domin_rel) +00109 n++; +00110 } +00111 return n; +00112 } +00113 +00114 }; +00115 +00116 #endif /*MOEOCONTRIBUTIONMETRIC_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoEntropyMetric_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoEntropyMetric_8h-source.html
new file mode 100644
index 000000000..888237739
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoEntropyMetric_8h-source.html
@@ -0,0 +1,194 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoEntropyMetric.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOENTROPYMETRIC_H_ +00014 #define MOEOENTROPYMETRIC_H_ +00015 +00016 #include <metric/moeoMetric.h> +00017 +00023 template < class EOT > class moeoEntropyMetric:public moeoVectorVsVectorBM < EOT, +00024 double > +00025 { +00026 public: +00027 +00031 typedef typename EOT::Fitness EOFitness; +00032 +00038 double operator () (const std::vector < EOFitness > &_set1, +00039 const std::vector < EOFitness > &_set2) +00040 { +00041 // normalization +00042 std::vector < EOFitness > set1 = _set1; +00043 std::vector < EOFitness > set2 = _set2; +00044 removeDominated (set1); +00045 removeDominated (set2); +00046 prenormalize (set1); +00047 normalize (set1); +00048 normalize (set2); +00049 +00050 // making of PO* +00051 std::vector < EOFitness > star; // rotf :-) +00052 computeUnion (set1, set2, star); +00053 removeDominated (star); +00054 +00055 // making of PO1 U PO* +00056 std::vector < EOFitness > union_set1_star; // rotf again ... +00057 computeUnion (set1, star, union_set1_star); +00058 +00059 unsigned C = union_set1_star.size (); +00060 float omega = 0; +00061 float entropy = 0; +00062 +00063 for (unsigned i = 0; i < C; i++) +00064 { +00065 unsigned N_i = howManyInNicheOf (union_set1_star, union_set1_star[i], +00066 star.size ()); +00067 unsigned n_i = +00068 howManyInNicheOf (set1, union_set1_star[i], star.size ()); +00069 if (n_i > 0) +00070 { +00071 omega += 1.0 / N_i; +00072 entropy += +00073 (float) n_i / (N_i * C) * log (((float) n_i / C) / log (2.0)); +00074 } +00075 } +00076 entropy /= -log (omega); +00077 entropy *= log (2.0); +00078 return entropy; +00079 } +00080 +00081 +00082 private: +00083 +00084 std::vector < double >vect_min_val; +00085 std::vector < double >vect_max_val; +00086 +00087 void removeDominated (std::vector < EOFitness > &_f) +00088 { +00089 for (unsigned i = 0; i < _f.size (); i++) +00090 { +00091 bool dom = false; +00092 for (unsigned j = 0; j < _f.size (); j++) +00093 if (i != j && _f[j].dominates (_f[i])) +00094 { +00095 dom = true; +00096 break; +00097 } +00098 if (dom) +00099 { +00100 _f[i] = _f.back (); +00101 _f.pop_back (); +00102 i--; +00103 } +00104 } +00105 } +00106 +00107 void prenormalize (const std::vector < EOFitness > &_f) +00108 { +00109 vect_min_val.clear (); +00110 vect_max_val.clear (); +00111 +00112 for (unsigned char i = 0; i < EOFitness::fitness_traits::nObjectives (); +00113 i++) +00114 { +00115 float min_val = _f.front ()[i], max_val = min_val; +00116 for (unsigned j = 1; j < _f.size (); j++) +00117 { +00118 if (_f[j][i] < min_val) +00119 min_val = _f[j][i]; +00120 if (_f[j][i] > max_val) +00121 max_val = _f[j][i]; +00122 } +00123 vect_min_val.push_back (min_val); +00124 vect_max_val.push_back (max_val); +00125 } +00126 } +00127 +00128 void normalize (std::vector < EOFitness > &_f) +00129 { +00130 for (unsigned i = 0; i < EOFitness::fitness_traits::nObjectives (); i++) +00131 for (unsigned j = 0; j < _f.size (); j++) +00132 _f[j][i] = +00133 (_f[j][i] - vect_min_val[i]) / (vect_max_val[i] - vect_min_val[i]); +00134 } +00135 +00136 void computeUnion (const std::vector < EOFitness > &_f1, +00137 const std::vector < EOFitness > &_f2, +00138 std::vector < EOFitness > &_f) +00139 { +00140 _f = _f1; +00141 for (unsigned i = 0; i < _f2.size (); i++) +00142 { +00143 bool b = false; +00144 for (unsigned j = 0; j < _f1.size (); j++) +00145 if (_f1[j] == _f2[i]) +00146 { +00147 b = true; +00148 break; +00149 } +00150 if (!b) +00151 _f.push_back (_f2[i]); +00152 } +00153 } +00154 +00155 unsigned howManyInNicheOf (const std::vector < EOFitness > &_f, +00156 const EOFitness & _s, unsigned _size) +00157 { +00158 unsigned n = 0; +00159 for (unsigned i = 0; i < _f.size (); i++) +00160 { +00161 if (euclidianDistance (_f[i], _s) < (_s.size () / (double) _size)) +00162 n++; +00163 } +00164 return n; +00165 } +00166 +00167 double euclidianDistance (const EOFitness & _set1, const EOFitness & _to, +00168 unsigned _deg = 2) +00169 { +00170 double dist = 0; +00171 for (unsigned i = 0; i < _set1.size (); i++) +00172 dist += pow (fabs (_set1[i] - _to[i]), (int) _deg); +00173 return pow (dist, 1.0 / _deg); +00174 } +00175 +00176 }; +00177 +00178 #endif /*MOEOENTROPYMETRIC_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoHybridMOLS_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoHybridMOLS_8h-source.html
new file mode 100644
index 000000000..36f6141d9
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoHybridMOLS_8h-source.html
@@ -0,0 +1,85 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoHybridMOLS.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOHYBRIDMOLS_H_ +00014 #define MOEOHYBRIDMOLS_H_ +00015 +00016 #include <eoContinue.h> +00017 #include <eoPop.h> +00018 #include <eoUpdater.h> +00019 #include <eoSelect.h> +00020 #include <moeoArchive.h> +00021 #include <moeoMOLS.h> +00022 +00027 template < class EOT > class moeoHybridMOLS:public eoUpdater +00028 { +00029 public: +00030 +00038 eoHybridMOLS (eoContinue < EOT > &_term, eoSelect < EOT > &_select, moeoMOLS < EOT > &_mols, moeoArchive < EOT > &_arch):term (_term), select (_select), mols (_mols), +00039 arch +00040 (_arch) +00041 { +00042 } +00043 +00047 void operator () () +00048 { +00049 if (!cont (arch)) +00050 { +00051 // selection of solutions +00052 eoPop < EOT > selectedSolutions; +00053 select (arch, selectedSolutions); +00054 // apply the local search to every selected solution +00055 for (unsigned i = 0; i < selectedSolutions.size (); i++) +00056 mols (selectedSolutions[i], arch); +00057 } +00058 } +00059 +00060 +00061 private: +00062 +00064 eoContinue < EOT > &term; +00066 eoSelect < EOT > &select; +00068 moeoMOLS < EOT > &mols; +00070 moeoArchive < EOT > &arch; +00071 +00072 }; +00073 +00074 #endif /*MOEOHYBRIDMOLS_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoMOLS_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoMOLS_8h-source.html
new file mode 100644
index 000000000..09b518042
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoMOLS_8h-source.html
@@ -0,0 +1,53 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoMOLS.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOMOLS_H_ +00014 #define MOEOMOLS_H_ +00015 +00016 #include <eoFunctor.h> +00017 #include <moeoArchive.h> +00018 +00023 template < class EOT > class moeoMOLS:public eoBF < const EOT &, moeoArchive < EOT > &, +00024 void > +00025 { +00026 }; +00027 +00028 #endif /*MOEOMOLS_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoMetric_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoMetric_8h-source.html
new file mode 100644
index 000000000..d0a2325e6
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoMetric_8h-source.html
@@ -0,0 +1,111 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoMetric.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOMETRIC_H_ +00014 #define MOEOMETRIC_H_ +00015 +00016 #include <eoFunctor.h> +00017 +00021 class moeoMetric:public eoFunctorBase +00022 { +00023 }; +00024 +00025 +00029 template < class A, class R > class moeoUM:public eoUF < A, R >, +00030 public moeoMetric +00031 { +00032 }; +00033 +00034 +00038 template < class A1, class A2, class R > class moeoBM:public eoBF < A1, A2, R >, +00039 public moeoMetric +00040 { +00041 }; +00042 +00043 +00047 template < class EOT, class R, class EOFitness = typename EOT::Fitness > class moeoSolutionUM:public moeoUM < +00048 const +00049 EOFitness &, +00050 R > +00051 { +00052 }; +00053 +00054 +00058 template < class EOT, class R, class EOFitness = typename EOT::Fitness > class moeoVectorUM:public moeoUM < +00059 const +00060 std::vector < +00061 EOFitness > &, +00062 R > +00063 { +00064 }; +00065 +00066 +00070 template < class EOT, class R, class EOFitness = typename EOT::Fitness > class moeoSolutionVsSolutionBM:public moeoBM < +00071 const +00072 EOFitness &, const +00073 EOFitness &, +00074 R > +00075 { +00076 }; +00077 +00078 +00082 template < class EOT, class R, class EOFitness = typename EOT::Fitness > class moeoVectorVsSolutionBM:public moeoBM < +00083 const +00084 std::vector < +00085 EOFitness > &, const +00086 EOFitness &, +00087 R > +00088 { +00089 }; +00090 +00091 +00095 template < class EOT, class R, class EOFitness = typename EOT::Fitness > class moeoVectorVsVectorBM:public moeoBM < +00096 const +00097 std::vector < +00098 EOFitness > &, const +00099 std::vector < +00100 EOFitness > &, +00101 R > +00102 { +00103 }; +00104 +00105 +00106 #endif /*MOEOMETRIC_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoReplacement_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoReplacement_8h-source.html
new file mode 100644
index 000000000..0607aff86
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoReplacement_8h-source.html
@@ -0,0 +1,163 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoReplacement.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOREPLACEMENT_H_ +00014 #define MOEOREPLACEMENT_H_ +00015 +00016 #include <eoPerf2Worth.h> +00017 #include <eoPop.h> +00018 #include <eoReplacement.h> +00019 +00020 +00024 template < class EOT, class WorthT > class moeoReplacement:public eoReplacement < +00025 EOT > +00026 { +00027 }; +00028 +00029 +00034 template < class EOT, class WorthT = +00035 double >class moeoElitistReplacement:public moeoReplacement < EOT, WorthT > +00036 { +00037 public: +00038 +00043 moeoElitistReplacement (eoPerf2Worth < EOT, +00044 WorthT > &_perf2worth):perf2worth (_perf2worth) +00045 { +00046 } +00047 +00048 +00054 void operator () (eoPop < EOT > &_parents, eoPop < EOT > &_offspring) +00055 { +00056 unsigned size = _parents.size (); +00057 _parents.reserve (_parents.size () + _offspring.size ()); +00058 copy (_offspring.begin (), _offspring.end (), back_inserter (_parents)); +00059 +00060 // calculate worths +00061 perf2worth (_parents); +00062 perf2worth.sort_pop (_parents); +00063 perf2worth.resize (_parents, size); +00064 +00065 _offspring.clear (); +00066 } +00067 +00068 private: +00070 eoPerf2Worth < EOT, WorthT > &perf2worth; +00071 }; +00072 +00073 +00077 template < class EOT, class WorthT = +00078 double >class moeoDisctinctElitistReplacement:public moeoReplacement < EOT, +00079 WorthT > +00080 { +00081 public: +00082 +00087 moeoDisctinctElitistReplacement (eoPerf2Worth < EOT, +00088 WorthT > +00089 &_perf2worth):perf2worth (_perf2worth) +00090 { +00091 } +00092 +00093 +00099 void operator () (eoPop < EOT > &_parents, eoPop < EOT > &_offspring) +00100 { +00101 unsigned size = _parents.size (); +00102 _parents.reserve (_parents.size () + _offspring.size ()); +00103 copy (_offspring.begin (), _offspring.end (), back_inserter (_parents)); +00104 +00105 // creation of the new population (of size 'size') +00106 createNewPop (_parents, size); +00107 +00108 _offspring.clear (); +00109 } +00110 +00111 +00112 private: +00113 +00115 eoPerf2Worth < EOT, WorthT > &perf2worth; +00116 +00117 +00123 void createNewPop (eoPop < EOT > &_pop, unsigned _size) +00124 { +00125 // the number of occurences for each individual +00126 std::map < EOT, unsigned >nb_occurences; +00127 for (unsigned i = 0; i < _pop.size (); i++) +00128 nb_occurences[_pop[i]] = 0; +00129 // the new population +00130 eoPop < EOT > new_pop; +00131 new_pop.reserve (_pop.size ()); +00132 for (unsigned i = 0; i < _pop.size (); i++) +00133 { +00134 if (nb_occurences[_pop[i]] == 0) +00135 new_pop.push_back (_pop[i]); +00136 nb_occurences[_pop[i]]++; +00137 } +00138 +00139 // calculate worths (on the new population) +00140 perf2worth (new_pop); +00141 perf2worth.sort_pop (new_pop); +00142 +00143 // if case there's not enough individuals in the population... +00144 unsigned new_pop_size_init = new_pop.size (); +00145 unsigned k = 0; +00146 while (new_pop.size () < _size) +00147 { +00148 if (k < new_pop_size_init) +00149 { +00150 if (nb_occurences[new_pop[k]] > 1) +00151 { +00152 new_pop.push_back (new_pop[k]); +00153 nb_occurences[new_pop[k]]--; +00154 } +00155 k++; +00156 } +00157 else +00158 k = 0; +00159 } +00160 +00161 // resize and swap the populations +00162 perf2worth.resize (new_pop, _size); +00163 _pop.resize (_size); +00164 _pop.swap (new_pop); +00165 } +00166 +00167 }; +00168 +00169 #endif /*MOEOREPLACEMENT_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeoSelectOneFromPopAndArch_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeoSelectOneFromPopAndArch_8h-source.html
new file mode 100644
index 000000000..6735476d9
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeoSelectOneFromPopAndArch_8h-source.html
@@ -0,0 +1,95 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeoSelectOneFormPopAndArch.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEOSELECTONEFROMPOPANDARCH_H_ +00014 #define MOEOSELECTONEFROMPOPANDARCH_H_ +00015 +00016 #include <eoPop.h> +00017 #include <eoRandomSelect.h> +00018 #include <eoSelectOne.h> +00019 #include <utils/eoRNG.h> +00020 #include <moeoArchive.h> +00021 +00025 template < class EOT > class moeoSelectOneFromPopAndArch:public eoSelectOne < +00026 EOT > +00027 { +00028 public: +00029 +00037 moeoSelectOneFromPopAndArch (eoSelectOne < EOT > &_popSelectOne, eoSelectOne < EOT > _archSelectOne, moeoArchive < EOT > &_arch, double _ratioFromPop = 0.5):popSelectOne (_popSelectOne), archSelectOne (_archSelectOne), arch (_arch), +00038 ratioFromPop +00039 (_ratioFromPop) +00040 { +00041 } +00042 +00049 moeoSelectOneFromPopAndArch (eoSelectOne < EOT > &_popSelectOne, moeoArchive < EOT > &_arch, double _ratioFromPop = 0.5):popSelectOne (_popSelectOne), archSelectOne (randomSelect), arch (_arch), +00050 ratioFromPop +00051 (_ratioFromPop) +00052 { +00053 } +00054 +00058 virtual const EOT & operator () (const eoPop < EOT > &pop) +00059 { +00060 if (arch.size () > 0) +00061 if (rng.flip (ratioFromPop)) +00062 return popSelectOne (pop); +00063 else +00064 return archSelectOne (arch); +00065 else +00066 return popSelectOne (pop); +00067 } +00068 +00072 virtual void setup (const eoPop < EOT > &_pop) +00073 { +00074 popSelectOne.setup (_pop); +00075 } +00076 +00077 +00078 private: +00079 +00081 eoSelectOne < EOT > &popSelectOne; +00083 eoSelectOne < EOT > &archSelectOne; +00085 moeoArchive < EOT > &arch; +00087 double ratioFromPop; +00089 eoRandomSelect < EOT > randomSelect; +00090 +00091 }; +00092 +00093 #endif /*MOEOSELECTONEFROMPOPANDARCH_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/moeo_8h-source.html b/trunk/paradiseo-moeo/doc/html/moeo_8h-source.html
new file mode 100644
index 000000000..e82dab0f1
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/moeo_8h-source.html
@@ -0,0 +1,60 @@
+
+
+00001 // -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- +00002 +00003 //----------------------------------------------------------------------------- +00004 // moeo.h +00005 // (c) OPAC Team (LIFL), Dolphin Project (INRIA), 2006 +00006 /* +00007 This library... +00008 +00009 Contact: paradiseo-help@lists.gforge.inria.fr, http://paradiseo.gforge.inria.fr +00010 */ +00011 //----------------------------------------------------------------------------- +00012 +00013 #ifndef MOEO_H_ +00014 #define MOEO_H_ +00015 +00016 #include <eo> +00017 +00018 #include <moeoArchiveFitnessSavingUpdater.h> +00019 #include <moeoArchiveUpdater.h> +00020 #include <moeoArchive.h> +00021 #include <moeoCombinedMOLS.h> +00022 #include <moeoHybridMOLS.h> +00023 #include <moeoMOLS.h> +00024 #include <moeoReplacement.h> +00025 #include <moeoSelectOneFromPopAndArch.h> +00026 #include <metric/moeoBinaryMetricSavingUpdater.h> +00027 #include <metric/moeoContributionMetric.h> +00028 #include <metric/moeoEntropyMetric.h> +00029 #include <metric/moeoMetric.h> +00030 +00031 #endif /*MOEO_H_ */ +
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/pages.html b/trunk/paradiseo-moeo/doc/html/pages.html
new file mode 100644
index 000000000..97bc6262b
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/pages.html
@@ -0,0 +1,33 @@
+
+
+ 1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/search.idx b/trunk/paradiseo-moeo/doc/html/search.idx
new file mode 100644
index 000000000..70e3db704
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diff --git a/trunk/paradiseo-moeo/doc/html/search.php b/trunk/paradiseo-moeo/doc/html/search.php
new file mode 100644
index 000000000..0d9c41de3
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/search.php
@@ -0,0 +1,382 @@
+
+
+".search_results()." | \n";
+ echo " |
| ".matches_text(0)." | \n"; + echo "|
| ".matches_text($numDocs); + echo "\n"; + echo " | \n"; + echo "|
| $num. | "; + echo "".$doc["name"]." | \n"; + echo "
| ".report_matches()." "; + foreach ($doc["words"] as $wordInfo) + { + $word = $wordInfo["word"]; + $matchRight = substr($wordInfo["match"],strlen($word)); + echo "$word$matchRight(".$wordInfo["freq"].") "; + } + echo " | \n"; + echo "
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/html/tab_b.gif b/trunk/paradiseo-moeo/doc/html/tab_b.gif
new file mode 100644
index 000000000..0d623483f
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diff --git a/trunk/paradiseo-moeo/doc/html/tab_l.gif b/trunk/paradiseo-moeo/doc/html/tab_l.gif
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diff --git a/trunk/paradiseo-moeo/doc/html/tabs.css b/trunk/paradiseo-moeo/doc/html/tabs.css
new file mode 100644
index 000000000..a61552a67
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/tabs.css
@@ -0,0 +1,102 @@
+/* tabs styles, based on http://www.alistapart.com/articles/slidingdoors */
+
+DIV.tabs
+{
+ float : left;
+ width : 100%;
+ background : url("tab_b.gif") repeat-x bottom;
+ margin-bottom : 4px;
+}
+
+DIV.tabs UL
+{
+ margin : 0px;
+ padding-left : 10px;
+ list-style : none;
+}
+
+DIV.tabs LI, DIV.tabs FORM
+{
+ display : inline;
+ margin : 0px;
+ padding : 0px;
+}
+
+DIV.tabs FORM
+{
+ float : right;
+}
+
+DIV.tabs A
+{
+ float : left;
+ background : url("tab_r.gif") no-repeat right top;
+ border-bottom : 1px solid #84B0C7;
+ font-size : x-small;
+ font-weight : bold;
+ text-decoration : none;
+}
+
+DIV.tabs A:hover
+{
+ background-position: 100% -150px;
+}
+
+DIV.tabs A:link, DIV.tabs A:visited,
+DIV.tabs A:active, DIV.tabs A:hover
+{
+ color: #1A419D;
+}
+
+DIV.tabs SPAN
+{
+ float : left;
+ display : block;
+ background : url("tab_l.gif") no-repeat left top;
+ padding : 5px 9px;
+ white-space : nowrap;
+}
+
+DIV.tabs INPUT
+{
+ float : right;
+ display : inline;
+ font-size : 1em;
+}
+
+DIV.tabs TD
+{
+ font-size : x-small;
+ font-weight : bold;
+ text-decoration : none;
+}
+
+
+
+/* Commented Backslash Hack hides rule from IE5-Mac \*/
+DIV.tabs SPAN {float : none;}
+/* End IE5-Mac hack */
+
+DIV.tabs A:hover SPAN
+{
+ background-position: 0% -150px;
+}
+
+DIV.tabs LI#current A
+{
+ background-position: 100% -150px;
+ border-width : 0px;
+}
+
+DIV.tabs LI#current SPAN
+{
+ background-position: 0% -150px;
+ padding-bottom : 6px;
+}
+
+DIV.nav
+{
+ background : none;
+ border : none;
+ border-bottom : 1px solid #84B0C7;
+}
diff --git a/trunk/paradiseo-moeo/doc/html/tree.html b/trunk/paradiseo-moeo/doc/html/tree.html
new file mode 100644
index 000000000..7adff0fdd
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/html/tree.html
@@ -0,0 +1,163 @@
+
+
+
+
+
+
+ 
moeoArchiveFitnessSavingUpdater< EOT >
moeoBinaryMetricSavingUpdater< EOT >
moeoDisctinctElitistReplacement< EOT, WorthT >
moeoElitistReplacement< EOT, WorthT >
moeoReplacement< EOT, WorthT >
moeoSelectOneFromPopAndArch< EOT >
moeoSolutionUM< EOT, R, EOFitness >
moeoSolutionVsSolutionBM< EOT, R, EOFitness >
moeoVectorUM< EOT, R, EOFitness >
moeoArchiveFitnessSavingUpdater< EOT >
moeoBinaryMetricSavingUpdater< EOT >
moeoSolutionVsSolutionBM< EOT, R, EOFitness >
moeoVectorVsSolutionBM< EOT, R, EOFitness >
moeoBM< const const EOFitness &, EOFitness &, R >
moeoBM< const const std::vector< EOFitness > &, EOFitness &, R >
moeoBM< const const std::vector< EOFitness > &, std::vector< EOFitness > &, R >
index.h
moeo.h
moeoArchive.h
moeoArchiveFitnessSavingUpdater.h
moeoArchiveUpdater.h
moeoBinaryMetricSavingUpdater.h
moeoCombinedMOLS.h
moeoContributionMetric.h
moeoEntropyMetric.h
moeoHybridMOLS.h
moeoMetric.h
moeoMOLS.h
moeoReplacement.h
moeoSelectOneFromPopAndArch.h
NEWS
README
1.5.1
+
+
diff --git a/trunk/paradiseo-moeo/doc/index.h b/trunk/paradiseo-moeo/doc/index.h
new file mode 100644
index 000000000..a8ab0ea63
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/index.h
@@ -0,0 +1,53 @@
+/** @mainpage Welcome to ParadisEO-MOEO
+
+@section intro Introduction
+
+ParadisEO-MOEO is a white-box object-oriented generic framework dedicated to the flexible design of evolutionary multi-objective algorithms.
+This paradigm-free software embeds some features and techniques for Pareto-based resolution and
+aims to provide a set of classes allowing to ease and speed up the development of computationally efficient programs.
+It is based on a clear conceptual distinction between the solution methods and the multi-objective problems they are intended to solve.
+This separation confers a maximum design and code reuse.
+ParadisEO-MOEO provides a broad range of archive-related features (such as elitism or performance metrics)
+and the most common Pareto-based fitness assignment strategies (MOGA, NSGA, SPEA, IBEA and more).
+Furthermore, parallel and distributed models as well as hybridization mechanisms can be applied to an algorithm designed within ParadisEO-MOEO
+using the whole version of ParadisEO.
+
+
+
+@section tutorial Tutorial
+
+A tutorial about a bi-objective flow-shop scheduling problem will be available soon.
+
+
+
+@section install Installation
+
+The installation procedure of the package is detailed in the README file in the top-directory of the source-tree.
+
+
+
+@section design Overall Design
+
+For an introduction to the design of ParadisEO-MOEO,
+you can look at the ParadisEO website.
+*/
+
+
+
+/** @page webpages Related webpages
+
+- ParadisEO homepage
+- INRIA GForge project page
+- README
+- NEWS
+*/
+
+
+
+// Local Variables:
+// coding: iso-8859-1
+// mode: C++
+// c-file-style: "Stroustrup"
+// fill-column: 80
+// End:
diff --git a/trunk/paradiseo-moeo/doc/latex/FreeSans.ttf b/trunk/paradiseo-moeo/doc/latex/FreeSans.ttf
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index 000000000..b550b90ba
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diff --git a/trunk/paradiseo-moeo/doc/latex/Makefile b/trunk/paradiseo-moeo/doc/latex/Makefile
new file mode 100644
index 000000000..776fcf968
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/Makefile
@@ -0,0 +1,39 @@
+all: clean refman.dvi
+
+ps: refman.ps
+
+pdf: refman.pdf
+
+ps_2on1: refman_2on1.ps
+
+pdf_2on1: refman_2on1.pdf
+
+refman.ps: refman.dvi
+ dvips -o refman.ps refman.dvi
+
+refman.pdf: refman.ps
+ ps2pdf refman.ps refman.pdf
+
+refman.dvi: refman.tex doxygen.sty
+ echo "Running latex..."
+ latex refman.tex
+ echo "Running makeindex..."
+ makeindex refman.idx
+ echo "Rerunning latex...."
+ latex refman.tex
+ latex_count=5 ; \
+ while egrep -s 'Rerun (LaTeX|to get cross-references right)' refman.log && [ $$latex_count -gt 0 ] ;\
+ do \
+ echo "Rerunning latex...." ;\
+ latex refman.tex ;\
+ latex_count=`expr $$latex_count - 1` ;\
+ done
+
+refman_2on1.ps: refman.ps
+ psnup -2 refman.ps >refman_2on1.ps
+
+refman_2on1.pdf: refman_2on1.ps
+ ps2pdf refman_2on1.ps refman_2on1.pdf
+
+clean:
+ rm -f *.ps *.dvi *.aux *.toc *.idx *.ind *.ilg *.log *.out refman.pdf
diff --git a/trunk/paradiseo-moeo/doc/latex/annotated.tex b/trunk/paradiseo-moeo/doc/latex/annotated.tex
new file mode 100644
index 000000000..bdad9532c
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/annotated.tex
@@ -0,0 +1,24 @@
+\section{Paradis\-EO-MOEO Class List}
+Here are the classes, structs, unions and interfaces with brief descriptions:\begin{CompactList}
+\item\contentsline{section}{{\bf moeo\-Archive$<$ EOT $>$} (An archive is a secondary population that stores non-dominated solutions )}{\pageref{classmoeoArchive}}{}
+\item\contentsline{section}{{\bf moeo\-Archive\-Fitness\-Saving\-Updater$<$ EOT $>$} (This class allows to save the fitnesses of solutions contained in an archive into a file at each generation )}{\pageref{classmoeoArchiveFitnessSavingUpdater}}{}
+\item\contentsline{section}{{\bf moeo\-Archive\-Updater$<$ EOT $>$} (This class allows to update the archive at each generation with newly found non-dominated solutions )}{\pageref{classmoeoArchiveUpdater}}{}
+\item\contentsline{section}{{\bf moeo\-Binary\-Metric\-Saving\-Updater$<$ EOT $>$} (This class allows to save the progression of a binary metric comparing the fitness values of the current population (or archive) with the fitness values of the population (or archive) of the generation (n-1) into a file )}{\pageref{classmoeoBinaryMetricSavingUpdater}}{}
+\item\contentsline{section}{{\bf moeo\-BM$<$ A1, A2, R $>$} (Base class for binary metrics )}{\pageref{classmoeoBM}}{}
+\item\contentsline{section}{{\bf moeo\-Combined\-MOLS$<$ EOT $>$} (This class allows to embed a set of local searches that are sequentially applied, and so working and updating the same archive of non-dominated solutions )}{\pageref{classmoeoCombinedMOLS}}{}
+\item\contentsline{section}{{\bf moeo\-Contribution\-Metric$<$ EOT $>$} (The contribution metric evaluates the proportion of non-dominated solutions given by a Pareto set relatively to another Pareto set )}{\pageref{classmoeoContributionMetric}}{}
+\item\contentsline{section}{{\bf moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$} (Same than \doxyref{moeo\-Elitist\-Replacement}{p.}{classmoeoElitistReplacement} except that distinct individuals are privilegied )}{\pageref{classmoeoDisctinctElitistReplacement}}{}
+\item\contentsline{section}{{\bf moeo\-Elitist\-Replacement$<$ EOT, Worth\-T $>$} (Keep all the best individuals (almost cut-and-pasted from eo\-NDPlus\-Replacement, (c) Maarten Keijzer, Marc Schoenauer and Ge\-Neura Team, 2002) )}{\pageref{classmoeoElitistReplacement}}{}
+\item\contentsline{section}{{\bf moeo\-Entropy\-Metric$<$ EOT $>$} (The entropy gives an idea of the diversity of a Pareto set relatively to another Pareto set )}{\pageref{classmoeoEntropyMetric}}{}
+\item\contentsline{section}{{\bf moeo\-Hybrid\-MOLS$<$ EOT $>$} (This class allows to apply a multi-objective local search to a number of selected individuals contained in the archive at every generation until a stopping criteria is verified )}{\pageref{classmoeoHybridMOLS}}{}
+\item\contentsline{section}{{\bf moeo\-Metric} (Base class for performance metrics (also called quality indicators) )}{\pageref{classmoeoMetric}}{}
+\item\contentsline{section}{{\bf moeo\-MOLS$<$ EOT $>$} (Abstract class for local searches applied to multi-objective optimization )}{\pageref{classmoeoMOLS}}{}
+\item\contentsline{section}{{\bf moeo\-Replacement$<$ EOT, Worth\-T $>$} (Replacement strategy for multi-objective optimization )}{\pageref{classmoeoReplacement}}{}
+\item\contentsline{section}{{\bf moeo\-Select\-One\-From\-Pop\-And\-Arch$<$ EOT $>$} (Elitist selection process that consists in choosing individuals in the archive as well as in the current population )}{\pageref{classmoeoSelectOneFromPopAndArch}}{}
+\item\contentsline{section}{{\bf moeo\-Solution\-UM$<$ EOT, R, EOFitness $>$} (Base class for unary metrics dedicated to the performance evaluation of a single solution's Pareto fitness )}{\pageref{classmoeoSolutionUM}}{}
+\item\contentsline{section}{{\bf moeo\-Solution\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$} (Base class for binary metrics dedicated to the performance comparison between two solutions's Pareto fitnesses )}{\pageref{classmoeoSolutionVsSolutionBM}}{}
+\item\contentsline{section}{{\bf moeo\-UM$<$ A, R $>$} (Base class for unary metrics )}{\pageref{classmoeoUM}}{}
+\item\contentsline{section}{{\bf moeo\-Vector\-UM$<$ EOT, R, EOFitness $>$} (Base class for unary metrics dedicated to the performance evaluation of a Pareto set (a vector of Pareto fitnesses) )}{\pageref{classmoeoVectorUM}}{}
+\item\contentsline{section}{{\bf moeo\-Vector\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$} (Base class for binary metrics dedicated to the performance comparison between a Pareto set (a vector of Pareto fitnesses) and a single solution's Pareto fitness )}{\pageref{classmoeoVectorVsSolutionBM}}{}
+\item\contentsline{section}{{\bf moeo\-Vector\-Vs\-Vector\-BM$<$ EOT, R, EOFitness $>$} (Base class for binary metrics dedicated to the performance comparison between two Pareto sets (two vectors of Pareto fitnesses) )}{\pageref{classmoeoVectorVsVectorBM}}{}
+\end{CompactList}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoArchive.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoArchive.tex
new file mode 100644
index 000000000..482742f0d
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoArchive.tex
@@ -0,0 +1,105 @@
+\section{moeo\-Archive$<$ EOT $>$ Class Template Reference}
+\label{classmoeoArchive}\index{moeoArchive@{moeoArchive}}
+An archive is a secondary population that stores non-dominated solutions.
+
+
+{\tt \#include $<$moeo\-Archive.h$>$}
+
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef EOT::Fitness {\bf EOFitness}\label{classmoeoArchive_798bc97d8321b1e2c469e5c341a96dac}
+
+\begin{CompactList}\small\item\em The fitness type of a solution. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+bool {\bf dominates} (const {\bf EOFitness} \&\_\-fit) const
+\begin{CompactList}\small\item\em Returns true if the current archive dominates \_\-fit. \item\end{CompactList}\item
+bool {\bf contains} (const {\bf EOFitness} \&\_\-fit) const
+\begin{CompactList}\small\item\em Returns true if the current archive contains \_\-fit. \item\end{CompactList}\item
+void {\bf update} (const EOT \&\_\-eo)
+\begin{CompactList}\small\item\em Updates the archive with a given individual \_\-eo. \item\end{CompactList}\item
+void {\bf update} (const eo\-Pop$<$ EOT $>$ \&\_\-pop)
+\begin{CompactList}\small\item\em Updates the archive with a given population \_\-pop. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Archive$<$ EOT $>$}
+
+An archive is a secondary population that stores non-dominated solutions.
+
+
+
+Definition at line 21 of file moeo\-Archive.h.
+
+\subsection{Member Function Documentation}
+\index{moeoArchive@{moeo\-Archive}!dominates@{dominates}}
+\index{dominates@{dominates}!moeoArchive@{moeo\-Archive}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ bool {\bf moeo\-Archive}$<$ EOT $>$::dominates (const {\bf EOFitness} \& {\em \_\-fit}) const\hspace{0.3cm}{\tt [inline]}}\label{classmoeoArchive_7786c8bfe67fefa19ac31a4ac700df06}
+
+
+Returns true if the current archive dominates \_\-fit.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-fit}]the (Pareto) fitness to compare with the current archive \end{description}
+\end{Desc}
+
+
+Definition at line 39 of file moeo\-Archive.h.
+
+Referenced by moeo\-Archive$<$ EOT $>$::update().\index{moeoArchive@{moeo\-Archive}!contains@{contains}}
+\index{contains@{contains}!moeoArchive@{moeo\-Archive}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ bool {\bf moeo\-Archive}$<$ EOT $>$::contains (const {\bf EOFitness} \& {\em \_\-fit}) const\hspace{0.3cm}{\tt [inline]}}\label{classmoeoArchive_71feaf270daa7185e829caef40bbf956}
+
+
+Returns true if the current archive contains \_\-fit.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-fit}]the (Pareto) fitness to search within the current archive \end{description}
+\end{Desc}
+
+
+Definition at line 51 of file moeo\-Archive.h.\index{moeoArchive@{moeo\-Archive}!update@{update}}
+\index{update@{update}!moeoArchive@{moeo\-Archive}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ void {\bf moeo\-Archive}$<$ EOT $>$::update (const EOT \& {\em \_\-eo})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoArchive_be9f67bfe41c25537292056d5b30f56a}
+
+
+Updates the archive with a given individual \_\-eo.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-eo}]the given individual \end{description}
+\end{Desc}
+
+
+Definition at line 63 of file moeo\-Archive.h.
+
+References moeo\-Archive$<$ EOT $>$::dominates().
+
+Referenced by moeo\-Archive$<$ EOT $>$::update().\index{moeoArchive@{moeo\-Archive}!update@{update}}
+\index{update@{update}!moeoArchive@{moeo\-Archive}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ void {\bf moeo\-Archive}$<$ EOT $>$::update (const eo\-Pop$<$ EOT $>$ \& {\em \_\-pop})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoArchive_58e891ab400ba352e8b0a341d0bdc107}
+
+
+Updates the archive with a given population \_\-pop.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-pop}]the given population \end{description}
+\end{Desc}
+
+
+Definition at line 98 of file moeo\-Archive.h.
+
+References moeo\-Archive$<$ EOT $>$::update().
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Archive.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoArchiveFitnessSavingUpdater.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoArchiveFitnessSavingUpdater.tex
new file mode 100644
index 000000000..e688043c3
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoArchiveFitnessSavingUpdater.tex
@@ -0,0 +1,61 @@
+\section{moeo\-Archive\-Fitness\-Saving\-Updater$<$ EOT $>$ Class Template Reference}
+\label{classmoeoArchiveFitnessSavingUpdater}\index{moeoArchiveFitnessSavingUpdater@{moeoArchiveFitnessSavingUpdater}}
+This class allows to save the fitnesses of solutions contained in an archive into a file at each generation.
+
+
+{\tt \#include $<$moeo\-Archive\-Fitness\-Saving\-Updater.h$>$}
+
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Archive\-Fitness\-Saving\-Updater} ({\bf moeo\-Archive}$<$ EOT $>$ \&\_\-arch, const std::string \&\_\-filename=\char`\"{}Res/Arch\char`\"{}, int \_\-id=-1)
+\begin{CompactList}\small\item\em Ctor. \item\end{CompactList}\item
+void {\bf operator()} ()\label{classmoeoArchiveFitnessSavingUpdater_2ad5d3ab2c2066a1a3b85fff2ac14a19}
+
+\begin{CompactList}\small\item\em Saves the fitness of the archive's members into the file. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Archive}$<$ EOT $>$ \& {\bf arch}\label{classmoeoArchiveFitnessSavingUpdater_b8eeccd7b43eb11e36cee2ec7d7c9c21}
+
+\begin{CompactList}\small\item\em local archive \item\end{CompactList}\item
+std::string {\bf filename}\label{classmoeoArchiveFitnessSavingUpdater_17c82bea631bf9ff635a3698d08907f0}
+
+\begin{CompactList}\small\item\em target filename \item\end{CompactList}\item
+int {\bf id}\label{classmoeoArchiveFitnessSavingUpdater_e064861d67aae0747c2d8ffab90cbfbf}
+
+\begin{CompactList}\small\item\em own ID \item\end{CompactList}\item
+unsigned {\bf counter}\label{classmoeoArchiveFitnessSavingUpdater_e32fab4bb828d40fe19c283dbd2a6423}
+
+\begin{CompactList}\small\item\em counter \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Archive\-Fitness\-Saving\-Updater$<$ EOT $>$}
+
+This class allows to save the fitnesses of solutions contained in an archive into a file at each generation.
+
+
+
+Definition at line 27 of file moeo\-Archive\-Fitness\-Saving\-Updater.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoArchiveFitnessSavingUpdater@{moeo\-Archive\-Fitness\-Saving\-Updater}!moeoArchiveFitnessSavingUpdater@{moeoArchiveFitnessSavingUpdater}}
+\index{moeoArchiveFitnessSavingUpdater@{moeoArchiveFitnessSavingUpdater}!moeoArchiveFitnessSavingUpdater@{moeo\-Archive\-Fitness\-Saving\-Updater}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Archive\-Fitness\-Saving\-Updater}$<$ EOT $>$::{\bf moeo\-Archive\-Fitness\-Saving\-Updater} ({\bf moeo\-Archive}$<$ EOT $>$ \& {\em \_\-arch}, const std::string \& {\em \_\-filename} = {\tt \char`\"{}Res/Arch\char`\"{}}, int {\em \_\-id} = {\tt -1})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoArchiveFitnessSavingUpdater_b61826bfa0f47064aed460817cf61b92}
+
+
+Ctor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-arch}]local archive \item[{\em \_\-filename}]target filename \item[{\em \_\-id}]own ID \end{description}
+\end{Desc}
+
+
+Definition at line 37 of file moeo\-Archive\-Fitness\-Saving\-Updater.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Archive\-Fitness\-Saving\-Updater.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoArchiveUpdater.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoArchiveUpdater.tex
new file mode 100644
index 000000000..b6b06fa79
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoArchiveUpdater.tex
@@ -0,0 +1,55 @@
+\section{moeo\-Archive\-Updater$<$ EOT $>$ Class Template Reference}
+\label{classmoeoArchiveUpdater}\index{moeoArchiveUpdater@{moeoArchiveUpdater}}
+This class allows to update the archive at each generation with newly found non-dominated solutions.
+
+
+{\tt \#include $<$moeo\-Archive\-Updater.h$>$}
+
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Archive\-Updater} ({\bf moeo\-Archive}$<$ EOT $>$ \&\_\-arch, const eo\-Pop$<$ EOT $>$ \&\_\-pop)
+\begin{CompactList}\small\item\em Ctor. \item\end{CompactList}\item
+void {\bf operator()} ()\label{classmoeoArchiveUpdater_19e98244f0dd641983af81d8dcaf0f7d}
+
+\begin{CompactList}\small\item\em Updates the archive with newly found non-dominated solutions contained in the main population. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Archive}$<$ EOT $>$ \& {\bf arch}\label{classmoeoArchiveUpdater_2fd7b92786ced836e3d0b5abfb801a86}
+
+\begin{CompactList}\small\item\em the archive of non-dominated solutions \item\end{CompactList}\item
+const eo\-Pop$<$ EOT $>$ \& {\bf pop}\label{classmoeoArchiveUpdater_0fc3f08f0385c55569eb056737303363}
+
+\begin{CompactList}\small\item\em the main population \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Archive\-Updater$<$ EOT $>$}
+
+This class allows to update the archive at each generation with newly found non-dominated solutions.
+
+
+
+Definition at line 23 of file moeo\-Archive\-Updater.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoArchiveUpdater@{moeo\-Archive\-Updater}!moeoArchiveUpdater@{moeoArchiveUpdater}}
+\index{moeoArchiveUpdater@{moeoArchiveUpdater}!moeoArchiveUpdater@{moeo\-Archive\-Updater}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Archive\-Updater}$<$ EOT $>$::{\bf moeo\-Archive\-Updater} ({\bf moeo\-Archive}$<$ EOT $>$ \& {\em \_\-arch}, const eo\-Pop$<$ EOT $>$ \& {\em \_\-pop})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoArchiveUpdater_71027fd5f8dac7d8069b682c998c03c5}
+
+
+Ctor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-arch}]an archive of non-dominated solutions \item[{\em \_\-pop}]the main population \end{description}
+\end{Desc}
+
+
+Definition at line 32 of file moeo\-Archive\-Updater.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Archive\-Updater.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoBM.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoBM.eps
new file mode 100644
index 000000000..6604aaaa5
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoBM.eps
@@ -0,0 +1,229 @@
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+(moeoBM< A1, A2, R >) cw
+(moeoMetric) cw
+(moeoSolutionVsSolutionBM< EOT, R, EOFitness >) cw
+(moeoVectorVsSolutionBM< EOT, R, EOFitness >) cw
+(moeoVectorVsVectorBM< EOT, R, EOFitness >) cw
+(moeoVectorVsVectorBM< EOT, double >) cw
+(moeoContributionMetric< EOT >) cw
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+% ----- classes -----
+
+ (moeoBM< A1, A2, R >) 1.5 2 box
+ (moeoMetric) 1.5 3 box
+ (moeoSolutionVsSolutionBM< EOT, R, EOFitness >) 0 1 box
+ (moeoVectorVsSolutionBM< EOT, R, EOFitness >) 1 1 box
+ (moeoVectorVsVectorBM< EOT, R, EOFitness >) 2 1 box
+ (moeoVectorVsVectorBM< EOT, double >) 3 1 box
+ (moeoContributionMetric< EOT >) 2.5 0 box
+ (moeoEntropyMetric< EOT >) 3.5 0 box
+
+% ----- relations -----
+
+solid
+0 1.5 2 out
+solid
+1 1.5 3 in
+solid
+1 1.5 1.25 out
+solid
+0 3 2 conn
+solid
+0 0 1.75 in
+solid
+0 1 1.75 in
+solid
+0 2 1.75 in
+solid
+0 3 1.75 in
+solid
+1 3 0.25 out
+solid
+2.5 3.5 1 conn
+solid
+0 2.5 0.75 in
+solid
+0 3.5 0.75 in
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoBM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoBM.tex
new file mode 100644
index 000000000..5a6c8979b
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoBM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-BM$<$ A1, A2, R $>$ Class Template Reference}
+\label{classmoeoBM}\index{moeoBM@{moeoBM}}
+Base class for binary metrics.
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-BM$<$ A1, A2, R $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=1.45928cm]{classmoeoBM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class A1, class A2, class R$>$ class moeo\-BM$<$ A1, A2, R $>$}
+
+Base class for binary metrics.
+
+
+
+Definition at line 38 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoBinaryMetricSavingUpdater.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoBinaryMetricSavingUpdater.tex
new file mode 100644
index 000000000..cd72d01cf
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoBinaryMetricSavingUpdater.tex
@@ -0,0 +1,73 @@
+\section{moeo\-Binary\-Metric\-Saving\-Updater$<$ EOT $>$ Class Template Reference}
+\label{classmoeoBinaryMetricSavingUpdater}\index{moeoBinaryMetricSavingUpdater@{moeoBinaryMetricSavingUpdater}}
+This class allows to save the progression of a binary metric comparing the fitness values of the current population (or archive) with the fitness values of the population (or archive) of the generation (n-1) into a file.
+
+
+{\tt \#include $<$moeo\-Binary\-Metric\-Saving\-Updater.h$>$}
+
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef EOT::Fitness {\bf EOFitness}\label{classmoeoBinaryMetricSavingUpdater_c22e390633d94bbf69309e8d0cae1f0a}
+
+\begin{CompactList}\small\item\em The fitness type of a solution. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Binary\-Metric\-Saving\-Updater} ({\bf moeo\-Vector\-Vs\-Vector\-BM}$<$ EOT, double $>$ \&\_\-metric, const eo\-Pop$<$ EOT $>$ \&\_\-pop, std::string \_\-filename)
+\begin{CompactList}\small\item\em Ctor. \item\end{CompactList}\item
+void {\bf operator()} ()\label{classmoeoBinaryMetricSavingUpdater_2d051d28def4cadf69957c8a21bf88dc}
+
+\begin{CompactList}\small\item\em Saves the metric's value for the current generation. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Vector\-Vs\-Vector\-BM}$<$ EOT, double $>$ \& {\bf metric}\label{classmoeoBinaryMetricSavingUpdater_52e12414a266bce1dbce0b913025fd37}
+
+\begin{CompactList}\small\item\em binary metric comparing two Pareto sets \item\end{CompactList}\item
+const eo\-Pop$<$ EOT $>$ \& {\bf pop}\label{classmoeoBinaryMetricSavingUpdater_9c30673aca66a1531856cb92068edaf7}
+
+\begin{CompactList}\small\item\em main population \item\end{CompactList}\item
+eo\-Pop$<$ EOT $>$ {\bf old\-Pop}\label{classmoeoBinaryMetricSavingUpdater_c1751bf23ef440d895a39cdff25c384c}
+
+\begin{CompactList}\small\item\em (n-1) population \item\end{CompactList}\item
+std::string {\bf filename}\label{classmoeoBinaryMetricSavingUpdater_32c78860e3aee52346df3aa30c5ac42f}
+
+\begin{CompactList}\small\item\em target filename \item\end{CompactList}\item
+bool {\bf first\-Gen}\label{classmoeoBinaryMetricSavingUpdater_1e40103a5cfa592a9d2408102e507a19}
+
+\begin{CompactList}\small\item\em is it the first generation ? \item\end{CompactList}\item
+unsigned {\bf counter}\label{classmoeoBinaryMetricSavingUpdater_280b52506c280b07356726ad5d497ef8}
+
+\begin{CompactList}\small\item\em counter \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Binary\-Metric\-Saving\-Updater$<$ EOT $>$}
+
+This class allows to save the progression of a binary metric comparing the fitness values of the current population (or archive) with the fitness values of the population (or archive) of the generation (n-1) into a file.
+
+
+
+Definition at line 26 of file moeo\-Binary\-Metric\-Saving\-Updater.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoBinaryMetricSavingUpdater@{moeo\-Binary\-Metric\-Saving\-Updater}!moeoBinaryMetricSavingUpdater@{moeoBinaryMetricSavingUpdater}}
+\index{moeoBinaryMetricSavingUpdater@{moeoBinaryMetricSavingUpdater}!moeoBinaryMetricSavingUpdater@{moeo\-Binary\-Metric\-Saving\-Updater}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Binary\-Metric\-Saving\-Updater}$<$ EOT $>$::{\bf moeo\-Binary\-Metric\-Saving\-Updater} ({\bf moeo\-Vector\-Vs\-Vector\-BM}$<$ EOT, double $>$ \& {\em \_\-metric}, const eo\-Pop$<$ EOT $>$ \& {\em \_\-pop}, std::string {\em \_\-filename})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoBinaryMetricSavingUpdater_978c6e8a99459722220387f911c1f461}
+
+
+Ctor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-metric}]the binary metric comparing two Pareto sets \item[{\em \_\-pop}]the main population \item[{\em \_\-filename}]the target filename \end{description}
+\end{Desc}
+
+
+Definition at line 41 of file moeo\-Binary\-Metric\-Saving\-Updater.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Binary\-Metric\-Saving\-Updater.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoCombinedMOLS.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoCombinedMOLS.eps
new file mode 100644
index 000000000..f59fee267
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoCombinedMOLS.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 209.424
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
+/boxwidth 0 def
+/boxheight 40 def
+/fontheight 24 def
+/marginwidth 10 def
+/distx 20 def
+/disty 40 def
+/boundaspect 2.3875 def % aspect ratio of the BoundingBox (width/height)
+/boundx 500 def
+/boundy boundx boundaspect div def
+/xspacing 0 def
+/yspacing 0 def
+/rows 2 def
+/cols 1 def
+/scalefactor 0 def
+/boxfont /Times-Roman findfont fontheight scalefont def
+
+% ----- procedures -----
+
+/dotted { [1 4] 0 setdash } def
+/dashed { [5] 0 setdash } def
+/solid { [] 0 setdash } def
+
+/max % result = MAX(arg1,arg2)
+{
+ /a exch def
+ /b exch def
+ a b gt {a} {b} ifelse
+} def
+
+/xoffset % result = MAX(0,(scalefactor-(boxwidth*cols+distx*(cols-1)))/2)
+{
+ 0 scalefactor boxwidth cols mul distx cols 1 sub mul add sub 2 div max
+} def
+
+/cw % boxwidth = MAX(boxwidth, stringwidth(arg1))
+{
+ /str exch def
+ /boxwidth boxwidth str stringwidth pop max def
+} def
+
+/box % draws a box with text `arg1' at grid pos (arg2,arg3)
+{ gsave
+ 2 setlinewidth
+ newpath
+ exch xspacing mul xoffset add
+ exch yspacing mul
+ moveto
+ boxwidth 0 rlineto
+ 0 boxheight rlineto
+ boxwidth neg 0 rlineto
+ 0 boxheight neg rlineto
+ closepath
+ dup stringwidth pop neg boxwidth add 2 div
+ boxheight fontheight 2 div sub 2 div
+ rmoveto show stroke
+ grestore
+} def
+
+/mark
+{ newpath
+ exch xspacing mul xoffset add boxwidth add
+ exch yspacing mul
+ moveto
+ 0 boxheight 4 div rlineto
+ boxheight neg 4 div boxheight neg 4 div rlineto
+ closepath
+ eofill
+ stroke
+} def
+
+/arrow
+{ newpath
+ moveto
+ 3 -8 rlineto
+ -6 0 rlineto
+ 3 8 rlineto
+ closepath
+ eofill
+ stroke
+} def
+
+/out % draws an output connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight add
+ /y exch def
+ /x exch def
+ x y moveto
+ 0 disty 2 div rlineto
+ stroke
+ 1 eq { x y disty 2 div add arrow } if
+} def
+
+/in % draws an input connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul disty 2 div sub
+ /y exch def
+ /x exch def
+ x y moveto
+ 0 disty 2 div rlineto
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+ 1 eq { x y disty 2 div add arrow } if
+} def
+
+/hedge
+{
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight 2 div sub
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+ /x exch def
+ newpath
+ x y moveto
+ boxwidth 2 div distx add 0 rlineto
+ stroke
+ 1 eq
+ { newpath x boxwidth 2 div distx add add y moveto
+ -8 3 rlineto
+ 0 -6 rlineto
+ 8 3 rlineto
+ closepath
+ eofill
+ stroke
+ } if
+} def
+
+/vedge
+{
+ /ye exch def
+ /ys exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoCombinedMOLS< EOT >) cw
+(moeoMOLS< EOT >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
+/yspacing boxheight disty add def
+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoCombinedMOLS< EOT >) 0 0 box
+ (moeoMOLS< EOT >) 0 1 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
+1 0 1 in
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoCombinedMOLS.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoCombinedMOLS.tex
new file mode 100644
index 000000000..10b241c21
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoCombinedMOLS.tex
@@ -0,0 +1,99 @@
+\section{moeo\-Combined\-MOLS$<$ EOT $>$ Class Template Reference}
+\label{classmoeoCombinedMOLS}\index{moeoCombinedMOLS@{moeoCombinedMOLS}}
+This class allows to embed a set of local searches that are sequentially applied, and so working and updating the same archive of non-dominated solutions.
+
+
+{\tt \#include $<$moeo\-Combined\-MOLS.h$>$}
+
+Inheritance diagram for moeo\-Combined\-MOLS$<$ EOT $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmoeoCombinedMOLS}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Combined\-MOLS} (eo\-Eval\-Func$<$ EOT $>$ \&\_\-eval, {\bf moeo\-MOLS}$<$ EOT $>$ \&\_\-first\_\-ls)
+\begin{CompactList}\small\item\em Ctor. \item\end{CompactList}\item
+void {\bf add} ({\bf moeo\-MOLS}$<$ EOT $>$ \&\_\-ls)
+\begin{CompactList}\small\item\em Adds a new local search to combine. \item\end{CompactList}\item
+void {\bf operator()} (const EOT \&\_\-eo, {\bf moeo\-Archive}$<$ EOT $>$ \&\_\-arch)
+\begin{CompactList}\small\item\em Gives a new solution in order to explore the neigborhood. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+eo\-Eval\-Func$<$ EOT $>$ \& {\bf eval}\label{classmoeoCombinedMOLS_b2c0866a1808022bd3a9dac89e528a01}
+
+\begin{CompactList}\small\item\em the full evaluator of a solution \item\end{CompactList}\item
+std::vector$<$ {\bf moeo\-MOLS}$<$ EOT $>$ $\ast$ $>$ {\bf combined\-MOLS}\label{classmoeoCombinedMOLS_a5ccc182c0d61421fc524c2da3671099}
+
+\begin{CompactList}\small\item\em the vector that contains the combined MOLS \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Combined\-MOLS$<$ EOT $>$}
+
+This class allows to embed a set of local searches that are sequentially applied, and so working and updating the same archive of non-dominated solutions.
+
+
+
+Definition at line 24 of file moeo\-Combined\-MOLS.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoCombinedMOLS@{moeo\-Combined\-MOLS}!moeoCombinedMOLS@{moeoCombinedMOLS}}
+\index{moeoCombinedMOLS@{moeoCombinedMOLS}!moeoCombinedMOLS@{moeo\-Combined\-MOLS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Combined\-MOLS}$<$ EOT $>$::{\bf moeo\-Combined\-MOLS} (eo\-Eval\-Func$<$ EOT $>$ \& {\em \_\-eval}, {\bf moeo\-MOLS}$<$ EOT $>$ \& {\em \_\-first\_\-ls})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoCombinedMOLS_9305380cd8f5a4d85ef603fa85c1860b}
+
+
+Ctor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-eval}]the full evaluator of a solution \item[{\em \_\-first\_\-ls}]the first multi-objective local search to add \end{description}
+\end{Desc}
+
+
+Definition at line 33 of file moeo\-Combined\-MOLS.h.
+
+References moeo\-Combined\-MOLS$<$ EOT $>$::combined\-MOLS.
+
+\subsection{Member Function Documentation}
+\index{moeoCombinedMOLS@{moeo\-Combined\-MOLS}!add@{add}}
+\index{add@{add}!moeoCombinedMOLS@{moeo\-Combined\-MOLS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ void {\bf moeo\-Combined\-MOLS}$<$ EOT $>$::add ({\bf moeo\-MOLS}$<$ EOT $>$ \& {\em \_\-ls})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoCombinedMOLS_bd6b8f46211d5d531753c69fcd76cba4}
+
+
+Adds a new local search to combine.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-ls}]the multi-objective local search to add \end{description}
+\end{Desc}
+
+
+Definition at line 43 of file moeo\-Combined\-MOLS.h.
+
+References moeo\-Combined\-MOLS$<$ EOT $>$::combined\-MOLS.\index{moeoCombinedMOLS@{moeo\-Combined\-MOLS}!operator()@{operator()}}
+\index{operator()@{operator()}!moeoCombinedMOLS@{moeo\-Combined\-MOLS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ void {\bf moeo\-Combined\-MOLS}$<$ EOT $>$::operator() (const EOT \& {\em \_\-eo}, {\bf moeo\-Archive}$<$ EOT $>$ \& {\em \_\-arch})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoCombinedMOLS_fa7de12db00b89feb139372603bba4aa}
+
+
+Gives a new solution in order to explore the neigborhood.
+
+The new non-dominated solutions are added to the archive \begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-eo}]the solution \item[{\em \_\-arch}]the archive of non-dominated solutions \end{description}
+\end{Desc}
+
+
+Definition at line 54 of file moeo\-Combined\-MOLS.h.
+
+References moeo\-Combined\-MOLS$<$ EOT $>$::combined\-MOLS, and moeo\-Combined\-MOLS$<$ EOT $>$::eval.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Combined\-MOLS.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoContributionMetric.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoContributionMetric.eps
new file mode 100644
index 000000000..a254bdd67
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoContributionMetric.eps
@@ -0,0 +1,209 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 312.5
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
+/boxwidth 0 def
+/boxheight 40 def
+/fontheight 24 def
+/marginwidth 10 def
+/distx 20 def
+/disty 40 def
+/boundaspect 1.6 def % aspect ratio of the BoundingBox (width/height)
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+/xspacing 0 def
+/yspacing 0 def
+/rows 4 def
+/cols 1 def
+/scalefactor 0 def
+/boxfont /Times-Roman findfont fontheight scalefont def
+
+% ----- procedures -----
+
+/dotted { [1 4] 0 setdash } def
+/dashed { [5] 0 setdash } def
+/solid { [] 0 setdash } def
+
+/max % result = MAX(arg1,arg2)
+{
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+ 0 scalefactor boxwidth cols mul distx cols 1 sub mul add sub 2 div max
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+{
+ /ye exch def
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+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoContributionMetric< EOT >) cw
+(moeoVectorVsVectorBM< EOT, double >) cw
+(moeoBM< A1, A2, R >) cw
+(moeoMetric) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
+/yspacing boxheight disty add def
+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoContributionMetric< EOT >) 0 0 box
+ (moeoVectorVsVectorBM< EOT, double >) 0 1 box
+ (moeoBM< A1, A2, R >) 0 2 box
+ (moeoMetric) 0 3 box
+
+% ----- relations -----
+
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoContributionMetric.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoContributionMetric.tex
new file mode 100644
index 000000000..22ae0af2f
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoContributionMetric.tex
@@ -0,0 +1,116 @@
+\section{moeo\-Contribution\-Metric$<$ EOT $>$ Class Template Reference}
+\label{classmoeoContributionMetric}\index{moeoContributionMetric@{moeoContributionMetric}}
+The contribution metric evaluates the proportion of non-dominated solutions given by a Pareto set relatively to another Pareto set.
+
+
+{\tt \#include $<$moeo\-Contribution\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Contribution\-Metric$<$ EOT $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=4cm]{classmoeoContributionMetric}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef EOT::Fitness {\bf EOFitness}\label{classmoeoContributionMetric_06c0247b9558eeb34e32c9a694924a66}
+
+\begin{CompactList}\small\item\em The fitness type of a solution. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+double {\bf operator()} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set1, const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set2)
+\begin{CompactList}\small\item\em Returns the contribution of the Pareto set '\_\-set1' relatively to the Pareto set '\_\-set2'. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Member Functions}
+\begin{CompactItemize}
+\item
+unsigned {\bf card\_\-C} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set1, const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set2)
+\begin{CompactList}\small\item\em Returns the number of solutions both in '\_\-set1' and '\_\-set2'. \item\end{CompactList}\item
+unsigned {\bf card\_\-W} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set1, const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set2)
+\begin{CompactList}\small\item\em Returns the number of solutions in '\_\-set1' dominating at least one solution of '\_\-set2'. \item\end{CompactList}\item
+unsigned {\bf card\_\-N} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set1, const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set2)
+\begin{CompactList}\small\item\em Returns the number of solutions in '\_\-set1' having no relation of dominance with those from '\_\-set2'. \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Contribution\-Metric$<$ EOT $>$}
+
+The contribution metric evaluates the proportion of non-dominated solutions given by a Pareto set relatively to another Pareto set.
+
+(Meunier, Talbi, Reininger: 'A multiobjective genetic algorithm for radio network optimization', in Proc. of the 2000 Congress on Evolutionary Computation, IEEE Press, pp. 317-324)
+
+
+
+Definition at line 23 of file moeo\-Contribution\-Metric.h.
+
+\subsection{Member Function Documentation}
+\index{moeoContributionMetric@{moeo\-Contribution\-Metric}!operator()@{operator()}}
+\index{operator()@{operator()}!moeoContributionMetric@{moeo\-Contribution\-Metric}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ double {\bf moeo\-Contribution\-Metric}$<$ EOT $>$::operator() (const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set1}, const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set2})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoContributionMetric_76b6b93124263ca1a8232b12a556d843}
+
+
+Returns the contribution of the Pareto set '\_\-set1' relatively to the Pareto set '\_\-set2'.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-set1}]the first Pareto set \item[{\em \_\-set2}]the second Pareto set \end{description}
+\end{Desc}
+
+
+Definition at line 38 of file moeo\-Contribution\-Metric.h.
+
+References moeo\-Contribution\-Metric$<$ EOT $>$::card\_\-C(), moeo\-Contribution\-Metric$<$ EOT $>$::card\_\-N(), and moeo\-Contribution\-Metric$<$ EOT $>$::card\_\-W().\index{moeoContributionMetric@{moeo\-Contribution\-Metric}!card_C@{card\_\-C}}
+\index{card_C@{card\_\-C}!moeoContributionMetric@{moeo\-Contribution\-Metric}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ unsigned {\bf moeo\-Contribution\-Metric}$<$ EOT $>$::card\_\-C (const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set1}, const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set2})\hspace{0.3cm}{\tt [inline, private]}}\label{classmoeoContributionMetric_a0041e60c941dd1909f28fadcf011b87}
+
+
+Returns the number of solutions both in '\_\-set1' and '\_\-set2'.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-set1}]the first Pareto set \item[{\em \_\-set2}]the second Pareto set \end{description}
+\end{Desc}
+
+
+Definition at line 57 of file moeo\-Contribution\-Metric.h.
+
+Referenced by moeo\-Contribution\-Metric$<$ EOT $>$::operator()().\index{moeoContributionMetric@{moeo\-Contribution\-Metric}!card_W@{card\_\-W}}
+\index{card_W@{card\_\-W}!moeoContributionMetric@{moeo\-Contribution\-Metric}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ unsigned {\bf moeo\-Contribution\-Metric}$<$ EOT $>$::card\_\-W (const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set1}, const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set2})\hspace{0.3cm}{\tt [inline, private]}}\label{classmoeoContributionMetric_64a72db699a10d6b4794773d4adbae3c}
+
+
+Returns the number of solutions in '\_\-set1' dominating at least one solution of '\_\-set2'.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-set1}]the first Pareto set \item[{\em \_\-set2}]the second Pareto set \end{description}
+\end{Desc}
+
+
+Definition at line 76 of file moeo\-Contribution\-Metric.h.
+
+Referenced by moeo\-Contribution\-Metric$<$ EOT $>$::operator()().\index{moeoContributionMetric@{moeo\-Contribution\-Metric}!card_N@{card\_\-N}}
+\index{card_N@{card\_\-N}!moeoContributionMetric@{moeo\-Contribution\-Metric}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ unsigned {\bf moeo\-Contribution\-Metric}$<$ EOT $>$::card\_\-N (const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set1}, const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set2})\hspace{0.3cm}{\tt [inline, private]}}\label{classmoeoContributionMetric_9960fc1396dbadb412719aaeeedcf961}
+
+
+Returns the number of solutions in '\_\-set1' having no relation of dominance with those from '\_\-set2'.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-set1}]the first Pareto set \item[{\em \_\-set2}]the second Pareto set \end{description}
+\end{Desc}
+
+
+Definition at line 95 of file moeo\-Contribution\-Metric.h.
+
+Referenced by moeo\-Contribution\-Metric$<$ EOT $>$::operator()().
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Contribution\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoDisctinctElitistReplacement.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoDisctinctElitistReplacement.eps
new file mode 100644
index 000000000..67e9885f4
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoDisctinctElitistReplacement.eps
@@ -0,0 +1,197 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+
+% ----- classes -----
+
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+
+% ----- relations -----
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoDisctinctElitistReplacement.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoDisctinctElitistReplacement.tex
new file mode 100644
index 000000000..8f42a143b
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoDisctinctElitistReplacement.tex
@@ -0,0 +1,99 @@
+\section{moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$ Class Template Reference}
+\label{classmoeoDisctinctElitistReplacement}\index{moeoDisctinctElitistReplacement@{moeoDisctinctElitistReplacement}}
+Same than \doxyref{moeo\-Elitist\-Replacement}{p.}{classmoeoElitistReplacement} except that distinct individuals are privilegied.
+
+
+{\tt \#include $<$moeo\-Replacement.h$>$}
+
+Inheritance diagram for moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmoeoDisctinctElitistReplacement}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Disctinct\-Elitist\-Replacement} (eo\-Perf2Worth$<$ EOT, Worth\-T $>$ \&\_\-perf2worth)
+\begin{CompactList}\small\item\em constructor \item\end{CompactList}\item
+void {\bf operator()} (eo\-Pop$<$ EOT $>$ \&\_\-parents, eo\-Pop$<$ EOT $>$ \&\_\-offspring)
+\begin{CompactList}\small\item\em replacement - result in \_\-parents \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Member Functions}
+\begin{CompactItemize}
+\item
+void {\bf create\-New\-Pop} (eo\-Pop$<$ EOT $>$ \&\_\-pop, unsigned \_\-size)
+\begin{CompactList}\small\item\em creation of the new population of size \_\-size \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+eo\-Perf2Worth$<$ EOT, Worth\-T $>$ \& {\bf perf2worth}\label{classmoeoDisctinctElitistReplacement_3d1616ba57c10f5a77e0ec021cc8beb2}
+
+\begin{CompactList}\small\item\em the functor object to transform raw fitnesses into fitness for selection \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class Worth\-T = double$>$ class moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$}
+
+Same than \doxyref{moeo\-Elitist\-Replacement}{p.}{classmoeoElitistReplacement} except that distinct individuals are privilegied.
+
+
+
+Definition at line 78 of file moeo\-Replacement.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoDisctinctElitistReplacement@{moeo\-Disctinct\-Elitist\-Replacement}!moeoDisctinctElitistReplacement@{moeoDisctinctElitistReplacement}}
+\index{moeoDisctinctElitistReplacement@{moeoDisctinctElitistReplacement}!moeoDisctinctElitistReplacement@{moeo\-Disctinct\-Elitist\-Replacement}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT, class Worth\-T = double$>$ {\bf moeo\-Disctinct\-Elitist\-Replacement}$<$ EOT, Worth\-T $>$::{\bf moeo\-Disctinct\-Elitist\-Replacement} (eo\-Perf2Worth$<$ EOT, Worth\-T $>$ \& {\em \_\-perf2worth})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoDisctinctElitistReplacement_f39200df2b68f6d35fbed2a2688a9d75}
+
+
+constructor
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-perf2worth}]the functor class to transform raw fitnesses into fitness for selection \end{description}
+\end{Desc}
+
+
+Definition at line 87 of file moeo\-Replacement.h.
+
+\subsection{Member Function Documentation}
+\index{moeoDisctinctElitistReplacement@{moeo\-Disctinct\-Elitist\-Replacement}!operator()@{operator()}}
+\index{operator()@{operator()}!moeoDisctinctElitistReplacement@{moeo\-Disctinct\-Elitist\-Replacement}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT, class Worth\-T = double$>$ void {\bf moeo\-Disctinct\-Elitist\-Replacement}$<$ EOT, Worth\-T $>$::operator() (eo\-Pop$<$ EOT $>$ \& {\em \_\-parents}, eo\-Pop$<$ EOT $>$ \& {\em \_\-offspring})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoDisctinctElitistReplacement_ca73704e827074092e7d228253427a8a}
+
+
+replacement - result in \_\-parents
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-parents}]parents population \item[{\em \_\-offspring}]offspring population \end{description}
+\end{Desc}
+
+
+Definition at line 99 of file moeo\-Replacement.h.
+
+References moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$::create\-New\-Pop().\index{moeoDisctinctElitistReplacement@{moeo\-Disctinct\-Elitist\-Replacement}!createNewPop@{createNewPop}}
+\index{createNewPop@{createNewPop}!moeoDisctinctElitistReplacement@{moeo\-Disctinct\-Elitist\-Replacement}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT, class Worth\-T = double$>$ void {\bf moeo\-Disctinct\-Elitist\-Replacement}$<$ EOT, Worth\-T $>$::create\-New\-Pop (eo\-Pop$<$ EOT $>$ \& {\em \_\-pop}, unsigned {\em \_\-size})\hspace{0.3cm}{\tt [inline, private]}}\label{classmoeoDisctinctElitistReplacement_7aed100016940e4806a7c93c0e22bf85}
+
+
+creation of the new population of size \_\-size
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-pop}]the initial population (will be modified) \item[{\em \_\-size}]the size of the population to create \end{description}
+\end{Desc}
+
+
+Definition at line 123 of file moeo\-Replacement.h.
+
+References moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$::perf2worth.
+
+Referenced by moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$::operator()().
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Replacement.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoElitistReplacement.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoElitistReplacement.eps
new file mode 100644
index 000000000..056d221aa
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+
+% ----- main ------
+
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+
+% ----- classes -----
+
+ (moeoElitistReplacement< EOT, WorthT >) 0 0 box
+ (moeoReplacement< EOT, WorthT >) 0 1 box
+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoElitistReplacement.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoElitistReplacement.tex
new file mode 100644
index 000000000..0f3c26168
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoElitistReplacement.tex
@@ -0,0 +1,76 @@
+\section{moeo\-Elitist\-Replacement$<$ EOT, Worth\-T $>$ Class Template Reference}
+\label{classmoeoElitistReplacement}\index{moeoElitistReplacement@{moeoElitistReplacement}}
+Keep all the best individuals (almost cut-and-pasted from eo\-NDPlus\-Replacement, (c) Maarten Keijzer, Marc Schoenauer and Ge\-Neura Team, 2002).
+
+
+{\tt \#include $<$moeo\-Replacement.h$>$}
+
+Inheritance diagram for moeo\-Elitist\-Replacement$<$ EOT, Worth\-T $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmoeoElitistReplacement}
+\end{center}
+\end{figure}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Elitist\-Replacement} (eo\-Perf2Worth$<$ EOT, Worth\-T $>$ \&\_\-perf2worth)
+\begin{CompactList}\small\item\em constructor \item\end{CompactList}\item
+void {\bf operator()} (eo\-Pop$<$ EOT $>$ \&\_\-parents, eo\-Pop$<$ EOT $>$ \&\_\-offspring)
+\begin{CompactList}\small\item\em replacement - result in \_\-parents \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+eo\-Perf2Worth$<$ EOT, Worth\-T $>$ \& {\bf perf2worth}\label{classmoeoElitistReplacement_020f0e0b6b88a0081d922cca5b05990e}
+
+\begin{CompactList}\small\item\em the functor object to transform raw fitnesses into fitness for selection \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class Worth\-T = double$>$ class moeo\-Elitist\-Replacement$<$ EOT, Worth\-T $>$}
+
+Keep all the best individuals (almost cut-and-pasted from eo\-NDPlus\-Replacement, (c) Maarten Keijzer, Marc Schoenauer and Ge\-Neura Team, 2002).
+
+
+
+Definition at line 35 of file moeo\-Replacement.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoElitistReplacement@{moeo\-Elitist\-Replacement}!moeoElitistReplacement@{moeoElitistReplacement}}
+\index{moeoElitistReplacement@{moeoElitistReplacement}!moeoElitistReplacement@{moeo\-Elitist\-Replacement}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT, class Worth\-T = double$>$ {\bf moeo\-Elitist\-Replacement}$<$ EOT, Worth\-T $>$::{\bf moeo\-Elitist\-Replacement} (eo\-Perf2Worth$<$ EOT, Worth\-T $>$ \& {\em \_\-perf2worth})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoElitistReplacement_fa62ed508ac194ed7b720e37dd22458c}
+
+
+constructor
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-perf2worth}]the functor class to transform raw fitnesses into fitness for selection \end{description}
+\end{Desc}
+
+
+Definition at line 43 of file moeo\-Replacement.h.
+
+\subsection{Member Function Documentation}
+\index{moeoElitistReplacement@{moeo\-Elitist\-Replacement}!operator()@{operator()}}
+\index{operator()@{operator()}!moeoElitistReplacement@{moeo\-Elitist\-Replacement}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT, class Worth\-T = double$>$ void {\bf moeo\-Elitist\-Replacement}$<$ EOT, Worth\-T $>$::operator() (eo\-Pop$<$ EOT $>$ \& {\em \_\-parents}, eo\-Pop$<$ EOT $>$ \& {\em \_\-offspring})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoElitistReplacement_aad627deb45859e65ace0709c004049a}
+
+
+replacement - result in \_\-parents
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-parents}]parents population \item[{\em \_\-offspring}]offspring population \end{description}
+\end{Desc}
+
+
+Definition at line 54 of file moeo\-Replacement.h.
+
+References moeo\-Elitist\-Replacement$<$ EOT, Worth\-T $>$::perf2worth.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Replacement.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoEntropyMetric.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoEntropyMetric.eps
new file mode 100644
index 000000000..cc19de268
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoEntropyMetric.eps
@@ -0,0 +1,209 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
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+%%BoundingBox: 0 0 500 312.5
+%%Pages: 0
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+
+% ----- variables -----
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+% ----- main ------
+
+boxfont setfont
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+(moeoEntropyMetric< EOT >) cw
+(moeoVectorVsVectorBM< EOT, double >) cw
+(moeoBM< A1, A2, R >) cw
+(moeoMetric) cw
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+ boxwidth cols mul distx cols 1 sub mul add
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+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoEntropyMetric< EOT >) 0 0 box
+ (moeoVectorVsVectorBM< EOT, double >) 0 1 box
+ (moeoBM< A1, A2, R >) 0 2 box
+ (moeoMetric) 0 3 box
+
+% ----- relations -----
+
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoEntropyMetric.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoEntropyMetric.tex
new file mode 100644
index 000000000..1646d14d0
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoEntropyMetric.tex
@@ -0,0 +1,89 @@
+\section{moeo\-Entropy\-Metric$<$ EOT $>$ Class Template Reference}
+\label{classmoeoEntropyMetric}\index{moeoEntropyMetric@{moeoEntropyMetric}}
+The entropy gives an idea of the diversity of a Pareto set relatively to another Pareto set.
+
+
+{\tt \#include $<$moeo\-Entropy\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Entropy\-Metric$<$ EOT $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=4cm]{classmoeoEntropyMetric}
+\end{center}
+\end{figure}
+\subsection*{Public Types}
+\begin{CompactItemize}
+\item
+typedef EOT::Fitness {\bf EOFitness}\label{classmoeoEntropyMetric_306b72d2236de1ecbae986c65490a8fe}
+
+\begin{CompactList}\small\item\em The fitness type of a solution. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+double {\bf operator()} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set1, const std::vector$<$ {\bf EOFitness} $>$ \&\_\-set2)
+\begin{CompactList}\small\item\em Returns the entropy of the Pareto set '\_\-set1' relatively to the Pareto set '\_\-set2'. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Member Functions}
+\begin{CompactItemize}
+\item
+void {\bf remove\-Dominated} (std::vector$<$ {\bf EOFitness} $>$ \&\_\-f)\label{classmoeoEntropyMetric_3252e7534b1ceb1317936c5d2b3abcbe}
+
+\item
+void {\bf prenormalize} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-f)\label{classmoeoEntropyMetric_c9f0c65b4de69accbfb42486f6445cb0}
+
+\item
+void {\bf normalize} (std::vector$<$ {\bf EOFitness} $>$ \&\_\-f)\label{classmoeoEntropyMetric_bc32468b148a0da4eb21a9fc14dfafae}
+
+\item
+void {\bf compute\-Union} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-f1, const std::vector$<$ {\bf EOFitness} $>$ \&\_\-f2, std::vector$<$ {\bf EOFitness} $>$ \&\_\-f)\label{classmoeoEntropyMetric_2de60a0e6be362f074b50e6b455152ab}
+
+\item
+unsigned {\bf how\-Many\-In\-Niche\-Of} (const std::vector$<$ {\bf EOFitness} $>$ \&\_\-f, const {\bf EOFitness} \&\_\-s, unsigned \_\-size)\label{classmoeoEntropyMetric_a9369be315e139ebdf19fac09ad0563f}
+
+\item
+double {\bf euclidian\-Distance} (const {\bf EOFitness} \&\_\-set1, const {\bf EOFitness} \&\_\-to, unsigned \_\-deg=2)\label{classmoeoEntropyMetric_34f825ce7c53132f7218483130da8652}
+
+\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+std::vector$<$ double $>$ {\bf vect\_\-min\_\-val}\label{classmoeoEntropyMetric_d4046a304badfe78aa35b2d57938ffe9}
+
+\item
+std::vector$<$ double $>$ {\bf vect\_\-max\_\-val}\label{classmoeoEntropyMetric_af0ae9645bdbb993de4bc990a0a08883}
+
+\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Entropy\-Metric$<$ EOT $>$}
+
+The entropy gives an idea of the diversity of a Pareto set relatively to another Pareto set.
+
+(Basseur, Seynhaeve, Talbi: 'Design of Multi-objective Evolutionary Algorithms: Application to the Flow-shop Scheduling Problem', in Proc. of the 2002 Congress on Evolutionary Computation, IEEE Press, pp. 1155-1156)
+
+
+
+Definition at line 23 of file moeo\-Entropy\-Metric.h.
+
+\subsection{Member Function Documentation}
+\index{moeoEntropyMetric@{moeo\-Entropy\-Metric}!operator()@{operator()}}
+\index{operator()@{operator()}!moeoEntropyMetric@{moeo\-Entropy\-Metric}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ double {\bf moeo\-Entropy\-Metric}$<$ EOT $>$::operator() (const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set1}, const std::vector$<$ {\bf EOFitness} $>$ \& {\em \_\-set2})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoEntropyMetric_58136405dfed951efa340ddf541c29fd}
+
+
+Returns the entropy of the Pareto set '\_\-set1' relatively to the Pareto set '\_\-set2'.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-set1}]the first Pareto set \item[{\em \_\-set2}]the second Pareto set \end{description}
+\end{Desc}
+
+
+Definition at line 38 of file moeo\-Entropy\-Metric.h.
+
+References moeo\-Entropy\-Metric$<$ EOT $>$::compute\-Union(), moeo\-Entropy\-Metric$<$ EOT $>$::how\-Many\-In\-Niche\-Of(), moeo\-Entropy\-Metric$<$ EOT $>$::normalize(), moeo\-Entropy\-Metric$<$ EOT $>$::prenormalize(), and moeo\-Entropy\-Metric$<$ EOT $>$::remove\-Dominated().
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Entropy\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoHybridMOLS.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoHybridMOLS.tex
new file mode 100644
index 000000000..7e00cb6a5
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoHybridMOLS.tex
@@ -0,0 +1,61 @@
+\section{moeo\-Hybrid\-MOLS$<$ EOT $>$ Class Template Reference}
+\label{classmoeoHybridMOLS}\index{moeoHybridMOLS@{moeoHybridMOLS}}
+This class allows to apply a multi-objective local search to a number of selected individuals contained in the archive at every generation until a stopping criteria is verified.
+
+
+{\tt \#include $<$moeo\-Hybrid\-MOLS.h$>$}
+
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf eo\-Hybrid\-MOLS} (eo\-Continue$<$ EOT $>$ \&\_\-term, eo\-Select$<$ EOT $>$ \&\_\-select, {\bf moeo\-MOLS}$<$ EOT $>$ \&\_\-mols, {\bf moeo\-Archive}$<$ EOT $>$ \&\_\-arch)
+\begin{CompactList}\small\item\em Ctor. \item\end{CompactList}\item
+void {\bf operator()} ()\label{classmoeoHybridMOLS_f62b4221d0ec094e39b73b386b508fc1}
+
+\begin{CompactList}\small\item\em Applies the multi-objective local search to selected individuals contained in the archive if the stopping criteria is not verified. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+eo\-Continue$<$ EOT $>$ \& {\bf term}\label{classmoeoHybridMOLS_cd05dc1c82febb819945663c3b5c6a75}
+
+\begin{CompactList}\small\item\em stopping criteria \item\end{CompactList}\item
+eo\-Select$<$ EOT $>$ \& {\bf select}\label{classmoeoHybridMOLS_b47c4d1bce77c5648b437a5884a7c41f}
+
+\begin{CompactList}\small\item\em selector \item\end{CompactList}\item
+{\bf moeo\-MOLS}$<$ EOT $>$ \& {\bf mols}\label{classmoeoHybridMOLS_5ecf318c321a71857c11da1ff5000092}
+
+\begin{CompactList}\small\item\em multi-objective local search \item\end{CompactList}\item
+{\bf moeo\-Archive}$<$ EOT $>$ \& {\bf arch}\label{classmoeoHybridMOLS_4aecb1f300f2f09b8d45998cc140576b}
+
+\begin{CompactList}\small\item\em archive \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Hybrid\-MOLS$<$ EOT $>$}
+
+This class allows to apply a multi-objective local search to a number of selected individuals contained in the archive at every generation until a stopping criteria is verified.
+
+
+
+Definition at line 27 of file moeo\-Hybrid\-MOLS.h.
+
+\subsection{Member Function Documentation}
+\index{moeoHybridMOLS@{moeo\-Hybrid\-MOLS}!eoHybridMOLS@{eoHybridMOLS}}
+\index{eoHybridMOLS@{eoHybridMOLS}!moeoHybridMOLS@{moeo\-Hybrid\-MOLS}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Hybrid\-MOLS}$<$ EOT $>$::eo\-Hybrid\-MOLS (eo\-Continue$<$ EOT $>$ \& {\em \_\-term}, eo\-Select$<$ EOT $>$ \& {\em \_\-select}, {\bf moeo\-MOLS}$<$ EOT $>$ \& {\em \_\-mols}, {\bf moeo\-Archive}$<$ EOT $>$ \& {\em \_\-arch})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoHybridMOLS_ced4b6d35035bfe3339dd571646e570d}
+
+
+Ctor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-term}]stopping criteria \item[{\em \_\-select}]selector \item[{\em \_\-mols}]a multi-objective local search \item[{\em \_\-arch}]the archive \end{description}
+\end{Desc}
+
+
+Definition at line 38 of file moeo\-Hybrid\-MOLS.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Hybrid\-MOLS.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoMOLS.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoMOLS.eps
new file mode 100644
index 000000000..3b45f64a9
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoMOLS.eps
@@ -0,0 +1,197 @@
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+ stroke
+ 1 eq { x y disty 2 div add arrow } if
+} def
+
+/hedge
+{
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight 2 div sub
+ /y exch def
+ /x exch def
+ newpath
+ x y moveto
+ boxwidth 2 div distx add 0 rlineto
+ stroke
+ 1 eq
+ { newpath x boxwidth 2 div distx add add y moveto
+ -8 3 rlineto
+ 0 -6 rlineto
+ 8 3 rlineto
+ closepath
+ eofill
+ stroke
+ } if
+} def
+
+/vedge
+{
+ /ye exch def
+ /ys exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoMOLS< EOT >) cw
+(moeoCombinedMOLS< EOT >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
+/yspacing boxheight disty add def
+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoMOLS< EOT >) 0 1 box
+ (moeoCombinedMOLS< EOT >) 0 0 box
+
+% ----- relations -----
+
+solid
+1 0 0.25 out
+solid
+0 0 0.75 in
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoMOLS.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoMOLS.tex
new file mode 100644
index 000000000..950ece2de
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoMOLS.tex
@@ -0,0 +1,29 @@
+\section{moeo\-MOLS$<$ EOT $>$ Class Template Reference}
+\label{classmoeoMOLS}\index{moeoMOLS@{moeoMOLS}}
+Abstract class for local searches applied to multi-objective optimization.
+
+
+{\tt \#include $<$moeo\-MOLS.h$>$}
+
+Inheritance diagram for moeo\-MOLS$<$ EOT $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmoeoMOLS}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-MOLS$<$ EOT $>$}
+
+Abstract class for local searches applied to multi-objective optimization.
+
+Starting from only one solution, it produces a set of new non-dominated solutions.
+
+
+
+Definition at line 23 of file moeo\-MOLS.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-MOLS.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoMetric.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoMetric.eps
new file mode 100644
index 000000000..08cbea921
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoMetric.eps
@@ -0,0 +1,230 @@
+%!PS-Adobe-2.0 EPSF-2.0
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+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
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+% ----- variables -----
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+
+% ----- procedures -----
+
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+
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+ { newpath x boxwidth 2 div distx add add y moveto
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+ } if
+} def
+
+/vedge
+{
+ /ye exch def
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+ ye yspacing mul boxheight 2 div sub
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+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoMetric) cw
+(moeoBM< A1, A2, R >) cw
+(moeoBM< const const EOFitness &, EOFitness &, R >) cw
+(moeoBM< const const std::vector< EOFitness > &, EOFitness &, R >) cw
+(moeoBM< const const std::vector< EOFitness > &, std::vector< EOFitness > &, R >) cw
+(moeoBM< const const std::vector< typename EOT::Fitness > &, std::vector< typename EOT::Fitness > &, double >) cw
+(moeoUM< A, R >) cw
+(moeoUM< const EOFitness &, R >) cw
+(moeoUM< const std::vector< EOFitness > &, R >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
+/yspacing boxheight disty add def
+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoMetric) 0 8 box
+ (moeoBM< A1, A2, R >) 1 7 box
+1 7 mark
+ (moeoBM< const const EOFitness &, EOFitness &, R >) 1 6 box
+ (moeoBM< const const std::vector< EOFitness > &, EOFitness &, R >) 1 5 box
+ (moeoBM< const const std::vector< EOFitness > &, std::vector< EOFitness > &, R >) 1 4 box
+ (moeoBM< const const std::vector< typename EOT::Fitness > &, std::vector< typename EOT::Fitness > &, double >) 1 3 box
+ (moeoUM< A, R >) 1 2 box
+ (moeoUM< const EOFitness &, R >) 1 1 box
+1 1 mark
+ (moeoUM< const std::vector< EOFitness > &, R >) 1 0 box
+1 0 mark
+
+% ----- relations -----
+
+solid
+1 0 7.25 out
+solid
+0 0 7.5 hedge
+solid
+0 0 6.5 hedge
+solid
+0 0 5.5 hedge
+solid
+0 0 4.5 hedge
+solid
+0 0 3.5 hedge
+solid
+0 0 2.5 hedge
+solid
+0 0 1.5 hedge
+solid
+0 0 0.5 hedge
+solid
+0 8 0.5 vedge
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoMetric.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoMetric.tex
new file mode 100644
index 000000000..66eb9f533
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoMetric.tex
@@ -0,0 +1,25 @@
+\section{moeo\-Metric Class Reference}
+\label{classmoeoMetric}\index{moeoMetric@{moeoMetric}}
+Base class for performance metrics (also called quality indicators).
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Metric::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3.75559cm]{classmoeoMetric}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+Base class for performance metrics (also called quality indicators).
+
+
+
+Definition at line 21 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoReplacement.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoReplacement.eps
new file mode 100644
index 000000000..3afb9df5a
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoReplacement.eps
@@ -0,0 +1,203 @@
+%!PS-Adobe-2.0 EPSF-2.0
+%%Title: ClassName
+%%Creator: Doxygen
+%%CreationDate: Time
+%%For:
+%Magnification: 1.00
+%%Orientation: Portrait
+%%BoundingBox: 0 0 500 67.3401
+%%Pages: 0
+%%BeginSetup
+%%EndSetup
+%%EndComments
+
+% ----- variables -----
+
+/boxwidth 0 def
+/boxheight 40 def
+/fontheight 24 def
+/marginwidth 10 def
+/distx 20 def
+/disty 40 def
+/boundaspect 7.425 def % aspect ratio of the BoundingBox (width/height)
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+/xspacing 0 def
+/yspacing 0 def
+/rows 2 def
+/cols 2 def
+/scalefactor 0 def
+/boxfont /Times-Roman findfont fontheight scalefont def
+
+% ----- procedures -----
+
+/dotted { [1 4] 0 setdash } def
+/dashed { [5] 0 setdash } def
+/solid { [] 0 setdash } def
+
+/max % result = MAX(arg1,arg2)
+{
+ /a exch def
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+} def
+
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+ 0 scalefactor boxwidth cols mul distx cols 1 sub mul add sub 2 div max
+} def
+
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+{
+ /str exch def
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+
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+} def
+
+/mark
+{ newpath
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+} def
+
+/arrow
+{ newpath
+ moveto
+ 3 -8 rlineto
+ -6 0 rlineto
+ 3 8 rlineto
+ closepath
+ eofill
+ stroke
+} def
+
+/out % draws an output connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight add
+ /y exch def
+ /x exch def
+ x y moveto
+ 0 disty 2 div rlineto
+ stroke
+ 1 eq { x y disty 2 div add arrow } if
+} def
+
+/in % draws an input connector for the block at (arg1,arg2)
+{
+ newpath
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul disty 2 div sub
+ /y exch def
+ /x exch def
+ x y moveto
+ 0 disty 2 div rlineto
+ stroke
+ 1 eq { x y disty 2 div add arrow } if
+} def
+
+/hedge
+{
+ exch xspacing mul xoffset add boxwidth 2 div add
+ exch yspacing mul boxheight 2 div sub
+ /y exch def
+ /x exch def
+ newpath
+ x y moveto
+ boxwidth 2 div distx add 0 rlineto
+ stroke
+ 1 eq
+ { newpath x boxwidth 2 div distx add add y moveto
+ -8 3 rlineto
+ 0 -6 rlineto
+ 8 3 rlineto
+ closepath
+ eofill
+ stroke
+ } if
+} def
+
+/vedge
+{
+ /ye exch def
+ /ys exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add dup
+ ys yspacing mul boxheight 2 div sub
+ moveto
+ ye yspacing mul boxheight 2 div sub
+ lineto
+ stroke
+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
+ /xe exch def
+ /xs exch def
+ newpath
+ xs xspacing mul xoffset add boxwidth 2 div add
+ ys yspacing mul disty 2 div sub
+ moveto
+ xspacing xe xs sub mul 0
+ rlineto
+ stroke
+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoReplacement< EOT, WorthT >) cw
+(moeoDisctinctElitistReplacement< EOT, WorthT >) cw
+(moeoElitistReplacement< EOT, WorthT >) cw
+/boxwidth boxwidth marginwidth 2 mul add def
+/xspacing boxwidth distx add def
+/yspacing boxheight disty add def
+/scalefactor
+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoReplacement< EOT, WorthT >) 0.5 1 box
+ (moeoDisctinctElitistReplacement< EOT, WorthT >) 0 0 box
+ (moeoElitistReplacement< EOT, WorthT >) 1 0 box
+
+% ----- relations -----
+
+solid
+1 0.5 0.25 out
+solid
+0 1 1 conn
+solid
+0 0 0.75 in
+solid
+0 1 0.75 in
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoReplacement.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoReplacement.tex
new file mode 100644
index 000000000..5f15ba1e1
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoReplacement.tex
@@ -0,0 +1,27 @@
+\section{moeo\-Replacement$<$ EOT, Worth\-T $>$ Class Template Reference}
+\label{classmoeoReplacement}\index{moeoReplacement@{moeoReplacement}}
+Replacement strategy for multi-objective optimization.
+
+
+{\tt \#include $<$moeo\-Replacement.h$>$}
+
+Inheritance diagram for moeo\-Replacement$<$ EOT, Worth\-T $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=1.88552cm]{classmoeoReplacement}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class Worth\-T$>$ class moeo\-Replacement$<$ EOT, Worth\-T $>$}
+
+Replacement strategy for multi-objective optimization.
+
+
+
+Definition at line 24 of file moeo\-Replacement.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Replacement.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoSelectOneFromPopAndArch.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoSelectOneFromPopAndArch.tex
new file mode 100644
index 000000000..5811c7c66
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoSelectOneFromPopAndArch.tex
@@ -0,0 +1,83 @@
+\section{moeo\-Select\-One\-From\-Pop\-And\-Arch$<$ EOT $>$ Class Template Reference}
+\label{classmoeoSelectOneFromPopAndArch}\index{moeoSelectOneFromPopAndArch@{moeoSelectOneFromPopAndArch}}
+Elitist selection process that consists in choosing individuals in the archive as well as in the current population.
+
+
+{\tt \#include $<$moeo\-Select\-One\-From\-Pop\-And\-Arch.h$>$}
+
+\subsection*{Public Member Functions}
+\begin{CompactItemize}
+\item
+{\bf moeo\-Select\-One\-From\-Pop\-And\-Arch} (eo\-Select\-One$<$ EOT $>$ \&\_\-pop\-Select\-One, eo\-Select\-One$<$ EOT $>$ \_\-arch\-Select\-One, {\bf moeo\-Archive}$<$ EOT $>$ \&\_\-arch, double \_\-ratio\-From\-Pop=0.5)
+\begin{CompactList}\small\item\em Ctor. \item\end{CompactList}\item
+{\bf moeo\-Select\-One\-From\-Pop\-And\-Arch} (eo\-Select\-One$<$ EOT $>$ \&\_\-pop\-Select\-One, {\bf moeo\-Archive}$<$ EOT $>$ \&\_\-arch, double \_\-ratio\-From\-Pop=0.5)
+\begin{CompactList}\small\item\em Ctor - the archive's selection operator is a random selector. \item\end{CompactList}\item
+virtual const EOT \& {\bf operator()} (const eo\-Pop$<$ EOT $>$ \&pop)\label{classmoeoSelectOneFromPopAndArch_3c97abfde2dd9959ae4db4c32038017d}
+
+\begin{CompactList}\small\item\em The selection process. \item\end{CompactList}\item
+virtual void {\bf setup} (const eo\-Pop$<$ EOT $>$ \&\_\-pop)\label{classmoeoSelectOneFromPopAndArch_a2acc5ddcf045c0c63c22f8d04274858}
+
+\begin{CompactList}\small\item\em Setups some population stats. \item\end{CompactList}\end{CompactItemize}
+\subsection*{Private Attributes}
+\begin{CompactItemize}
+\item
+eo\-Select\-One$<$ EOT $>$ \& {\bf pop\-Select\-One}\label{classmoeoSelectOneFromPopAndArch_4f6d51d06d92b0a3383f9f47e3b2b682}
+
+\begin{CompactList}\small\item\em The population's selection operator. \item\end{CompactList}\item
+eo\-Select\-One$<$ EOT $>$ \& {\bf arch\-Select\-One}\label{classmoeoSelectOneFromPopAndArch_5e062a1deca0307a91121271d3b976ba}
+
+\begin{CompactList}\small\item\em The archive's selection operator. \item\end{CompactList}\item
+{\bf moeo\-Archive}$<$ EOT $>$ \& {\bf arch}\label{classmoeoSelectOneFromPopAndArch_3ca71296847a931355a1e88d0cc524cb}
+
+\begin{CompactList}\small\item\em the archive \item\end{CompactList}\item
+double {\bf ratio\-From\-Pop}\label{classmoeoSelectOneFromPopAndArch_97b57e598752bccafaaf6a8a724d9a43}
+
+\begin{CompactList}\small\item\em the ratio of selected individuals from the population \item\end{CompactList}\item
+eo\-Random\-Select$<$ EOT $>$ {\bf random\-Select}\label{classmoeoSelectOneFromPopAndArch_77cbe0150e70219e5a7fd48296acc4c7}
+
+\begin{CompactList}\small\item\em the random selection operator \item\end{CompactList}\end{CompactItemize}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT$>$ class moeo\-Select\-One\-From\-Pop\-And\-Arch$<$ EOT $>$}
+
+Elitist selection process that consists in choosing individuals in the archive as well as in the current population.
+
+
+
+Definition at line 25 of file moeo\-Select\-One\-From\-Pop\-And\-Arch.h.
+
+\subsection{Constructor \& Destructor Documentation}
+\index{moeoSelectOneFromPopAndArch@{moeo\-Select\-One\-From\-Pop\-And\-Arch}!moeoSelectOneFromPopAndArch@{moeoSelectOneFromPopAndArch}}
+\index{moeoSelectOneFromPopAndArch@{moeoSelectOneFromPopAndArch}!moeoSelectOneFromPopAndArch@{moeo\-Select\-One\-From\-Pop\-And\-Arch}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Select\-One\-From\-Pop\-And\-Arch}$<$ EOT $>$::{\bf moeo\-Select\-One\-From\-Pop\-And\-Arch} (eo\-Select\-One$<$ EOT $>$ \& {\em \_\-pop\-Select\-One}, eo\-Select\-One$<$ EOT $>$ {\em \_\-arch\-Select\-One}, {\bf moeo\-Archive}$<$ EOT $>$ \& {\em \_\-arch}, double {\em \_\-ratio\-From\-Pop} = {\tt 0.5})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoSelectOneFromPopAndArch_8d75155e2bb6994b080c696d6382c6c9}
+
+
+Ctor.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-pop\-Select\-One}]the population's selection operator \item[{\em \_\-arch\-Select\-One}]the archive's selection operator \item[{\em \_\-arch}]the archive \item[{\em \_\-ratio\-From\-Pop}]the ratio of selected individuals from the population \end{description}
+\end{Desc}
+
+
+Definition at line 37 of file moeo\-Select\-One\-From\-Pop\-And\-Arch.h.\index{moeoSelectOneFromPopAndArch@{moeo\-Select\-One\-From\-Pop\-And\-Arch}!moeoSelectOneFromPopAndArch@{moeoSelectOneFromPopAndArch}}
+\index{moeoSelectOneFromPopAndArch@{moeoSelectOneFromPopAndArch}!moeoSelectOneFromPopAndArch@{moeo\-Select\-One\-From\-Pop\-And\-Arch}}
+\subsubsection{\setlength{\rightskip}{0pt plus 5cm}template$<$class EOT$>$ {\bf moeo\-Select\-One\-From\-Pop\-And\-Arch}$<$ EOT $>$::{\bf moeo\-Select\-One\-From\-Pop\-And\-Arch} (eo\-Select\-One$<$ EOT $>$ \& {\em \_\-pop\-Select\-One}, {\bf moeo\-Archive}$<$ EOT $>$ \& {\em \_\-arch}, double {\em \_\-ratio\-From\-Pop} = {\tt 0.5})\hspace{0.3cm}{\tt [inline]}}\label{classmoeoSelectOneFromPopAndArch_1aeab159a74bf4cd171e2045e25be2b7}
+
+
+Ctor - the archive's selection operator is a random selector.
+
+\begin{Desc}
+\item[Parameters:]
+\begin{description}
+\item[{\em \_\-pop\-Select\-One}]the population's selection operator \item[{\em \_\-arch}]the archive \item[{\em \_\-ratio\-From\-Pop}]the ratio of selected individuals from the population \end{description}
+\end{Desc}
+
+
+Definition at line 49 of file moeo\-Select\-One\-From\-Pop\-And\-Arch.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Select\-One\-From\-Pop\-And\-Arch.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionUM.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionUM.eps
new file mode 100644
index 000000000..d4aca7e6e
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionUM.eps
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+% ----- variables -----
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+ { newpath x boxwidth 2 div distx add add y moveto
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+ } if
+} def
+
+/vedge
+{
+ /ye exch def
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+
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+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoSolutionUM< EOT, R, EOFitness >) cw
+(moeoUM< const EOFitness &, R >) cw
+(moeoMetric) cw
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+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoSolutionUM< EOT, R, EOFitness >) 0 0 box
+ (moeoUM< const EOFitness &, R >) 0 1 box
+ (moeoMetric) 0 2 box
+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionUM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionUM.tex
new file mode 100644
index 000000000..d5c07d7df
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionUM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-Solution\-UM$<$ EOT, R, EOFitness $>$ Class Template Reference}
+\label{classmoeoSolutionUM}\index{moeoSolutionUM@{moeoSolutionUM}}
+Base class for unary metrics dedicated to the performance evaluation of a single solution's Pareto fitness.
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Solution\-UM$<$ EOT, R, EOFitness $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmoeoSolutionUM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class R, class EOFitness = typename EOT::Fitness$>$ class moeo\-Solution\-UM$<$ EOT, R, EOFitness $>$}
+
+Base class for unary metrics dedicated to the performance evaluation of a single solution's Pareto fitness.
+
+
+
+Definition at line 47 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionVsSolutionBM.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionVsSolutionBM.eps
new file mode 100644
index 000000000..21736ba50
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+%!PS-Adobe-2.0 EPSF-2.0
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+
+% ----- variables -----
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+ { newpath x boxwidth 2 div distx add add y moveto
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+
+/vedge
+{
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+ ye yspacing mul boxheight 2 div sub
+ lineto
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+} def
+
+/conn % connections the blocks from col `arg1' to `arg2' of row `arg3'
+{
+ /ys exch def
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+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoSolutionVsSolutionBM< EOT, R, EOFitness >) cw
+(moeoBM< A1, A2, R >) cw
+(moeoMetric) cw
+/boxwidth boxwidth marginwidth 2 mul add def
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoSolutionVsSolutionBM< EOT, R, EOFitness >) 0 0 box
+ (moeoBM< A1, A2, R >) 0 1 box
+ (moeoMetric) 0 2 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
+1 0 1 in
+solid
+0 0 1 out
+solid
+1 0 2 in
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionVsSolutionBM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionVsSolutionBM.tex
new file mode 100644
index 000000000..b35202527
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoSolutionVsSolutionBM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-Solution\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$ Class Template Reference}
+\label{classmoeoSolutionVsSolutionBM}\index{moeoSolutionVsSolutionBM@{moeoSolutionVsSolutionBM}}
+Base class for binary metrics dedicated to the performance comparison between two solutions's Pareto fitnesses.
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Solution\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmoeoSolutionVsSolutionBM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class R, class EOFitness = typename EOT::Fitness$>$ class moeo\-Solution\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$}
+
+Base class for binary metrics dedicated to the performance comparison between two solutions's Pareto fitnesses.
+
+
+
+Definition at line 70 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoUM.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoUM.eps
new file mode 100644
index 000000000..a7364e6f3
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoUM.eps
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+
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+
+% ----- main ------
+
+boxfont setfont
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+(moeoMetric) cw
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+ boxwidth cols mul distx cols 1 sub mul add
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+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoUM< A, R >) 0 0 box
+ (moeoMetric) 0 1 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoUM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoUM.tex
new file mode 100644
index 000000000..255c2020e
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoUM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-UM$<$ A, R $>$ Class Template Reference}
+\label{classmoeoUM}\index{moeoUM@{moeoUM}}
+Base class for unary metrics.
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-UM$<$ A, R $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=2cm]{classmoeoUM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class A, class R$>$ class moeo\-UM$<$ A, R $>$}
+
+Base class for unary metrics.
+
+
+
+Definition at line 29 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
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new file mode 100644
index 000000000..9dc221d2c
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+
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+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoVectorUM< EOT, R, EOFitness >) cw
+(moeoUM< const std::vector< EOFitness > &, R >) cw
+(moeoMetric) cw
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+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoVectorUM< EOT, R, EOFitness >) 0 0 box
+ (moeoUM< const std::vector< EOFitness > &, R >) 0 1 box
+ (moeoMetric) 0 2 box
+
+% ----- relations -----
+
+solid
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoVectorUM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorUM.tex
new file mode 100644
index 000000000..407f3efa5
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorUM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-Vector\-UM$<$ EOT, R, EOFitness $>$ Class Template Reference}
+\label{classmoeoVectorUM}\index{moeoVectorUM@{moeoVectorUM}}
+Base class for unary metrics dedicated to the performance evaluation of a Pareto set (a vector of Pareto fitnesses).
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Vector\-UM$<$ EOT, R, EOFitness $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmoeoVectorUM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class R, class EOFitness = typename EOT::Fitness$>$ class moeo\-Vector\-UM$<$ EOT, R, EOFitness $>$}
+
+Base class for unary metrics dedicated to the performance evaluation of a Pareto set (a vector of Pareto fitnesses).
+
+
+
+Definition at line 58 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsSolutionBM.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsSolutionBM.eps
new file mode 100644
index 000000000..80d201a92
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsSolutionBM.eps
@@ -0,0 +1,203 @@
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+%%Pages: 0
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+
+% ----- variables -----
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+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoVectorVsSolutionBM< EOT, R, EOFitness >) cw
+(moeoBM< A1, A2, R >) cw
+(moeoMetric) cw
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+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoVectorVsSolutionBM< EOT, R, EOFitness >) 0 0 box
+ (moeoBM< A1, A2, R >) 0 1 box
+ (moeoMetric) 0 2 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
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+solid
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsSolutionBM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsSolutionBM.tex
new file mode 100644
index 000000000..254e9328e
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsSolutionBM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-Vector\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$ Class Template Reference}
+\label{classmoeoVectorVsSolutionBM}\index{moeoVectorVsSolutionBM@{moeoVectorVsSolutionBM}}
+Base class for binary metrics dedicated to the performance comparison between a Pareto set (a vector of Pareto fitnesses) and a single solution's Pareto fitness.
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Vector\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmoeoVectorVsSolutionBM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class R, class EOFitness = typename EOT::Fitness$>$ class moeo\-Vector\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$}
+
+Base class for binary metrics dedicated to the performance comparison between a Pareto set (a vector of Pareto fitnesses) and a single solution's Pareto fitness.
+
+
+
+Definition at line 82 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsVectorBM.eps b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsVectorBM.eps
new file mode 100644
index 000000000..e05a60b03
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsVectorBM.eps
@@ -0,0 +1,203 @@
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+
+% ----- variables -----
+
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+} def
+
+% ----- main ------
+
+boxfont setfont
+1 boundaspect scale
+(moeoVectorVsVectorBM< EOT, R, EOFitness >) cw
+(moeoBM< A1, A2, R >) cw
+(moeoMetric) cw
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+ boxwidth cols mul distx cols 1 sub mul add
+ boxheight rows mul disty rows 1 sub mul add boundaspect mul
+ max def
+boundx scalefactor div boundy scalefactor div scale
+
+% ----- classes -----
+
+ (moeoVectorVsVectorBM< EOT, R, EOFitness >) 0 0 box
+ (moeoBM< A1, A2, R >) 0 1 box
+ (moeoMetric) 0 2 box
+
+% ----- relations -----
+
+solid
+0 0 0 out
+solid
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+solid
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diff --git a/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsVectorBM.tex b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsVectorBM.tex
new file mode 100644
index 000000000..ee83ccc55
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/classmoeoVectorVsVectorBM.tex
@@ -0,0 +1,27 @@
+\section{moeo\-Vector\-Vs\-Vector\-BM$<$ EOT, R, EOFitness $>$ Class Template Reference}
+\label{classmoeoVectorVsVectorBM}\index{moeoVectorVsVectorBM@{moeoVectorVsVectorBM}}
+Base class for binary metrics dedicated to the performance comparison between two Pareto sets (two vectors of Pareto fitnesses).
+
+
+{\tt \#include $<$moeo\-Metric.h$>$}
+
+Inheritance diagram for moeo\-Vector\-Vs\-Vector\-BM$<$ EOT, R, EOFitness $>$::\begin{figure}[H]
+\begin{center}
+\leavevmode
+\includegraphics[height=3cm]{classmoeoVectorVsVectorBM}
+\end{center}
+\end{figure}
+
+
+\subsection{Detailed Description}
+\subsubsection*{template$<$class EOT, class R, class EOFitness = typename EOT::Fitness$>$ class moeo\-Vector\-Vs\-Vector\-BM$<$ EOT, R, EOFitness $>$}
+
+Base class for binary metrics dedicated to the performance comparison between two Pareto sets (two vectors of Pareto fitnesses).
+
+
+
+Definition at line 95 of file moeo\-Metric.h.
+
+The documentation for this class was generated from the following file:\begin{CompactItemize}
+\item
+moeo\-Metric.h\end{CompactItemize}
diff --git a/trunk/paradiseo-moeo/doc/latex/doxygen.sty b/trunk/paradiseo-moeo/doc/latex/doxygen.sty
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diff --git a/trunk/paradiseo-moeo/doc/latex/hierarchy.tex b/trunk/paradiseo-moeo/doc/latex/hierarchy.tex
new file mode 100644
index 000000000..5ef077dde
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/hierarchy.tex
@@ -0,0 +1,45 @@
+\section{Paradis\-EO-MOEO Class Hierarchy}
+This inheritance list is sorted roughly, but not completely, alphabetically:\begin{CompactList}
+\item \contentsline{section}{moeo\-Archive$<$ EOT $>$}{\pageref{classmoeoArchive}}{}
+\item \contentsline{section}{moeo\-Archive\-Fitness\-Saving\-Updater$<$ EOT $>$}{\pageref{classmoeoArchiveFitnessSavingUpdater}}{}
+\item \contentsline{section}{moeo\-Archive\-Updater$<$ EOT $>$}{\pageref{classmoeoArchiveUpdater}}{}
+\item \contentsline{section}{moeo\-Binary\-Metric\-Saving\-Updater$<$ EOT $>$}{\pageref{classmoeoBinaryMetricSavingUpdater}}{}
+\item \contentsline{section}{moeo\-Hybrid\-MOLS$<$ EOT $>$}{\pageref{classmoeoHybridMOLS}}{}
+\item \contentsline{section}{moeo\-Metric}{\pageref{classmoeoMetric}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-BM$<$ A1, A2, R $>$}{\pageref{classmoeoBM}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-Solution\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$}{\pageref{classmoeoSolutionVsSolutionBM}}{}
+\item \contentsline{section}{moeo\-Vector\-Vs\-Solution\-BM$<$ EOT, R, EOFitness $>$}{\pageref{classmoeoVectorVsSolutionBM}}{}
+\item \contentsline{section}{moeo\-Vector\-Vs\-Vector\-BM$<$ EOT, R, EOFitness $>$}{\pageref{classmoeoVectorVsVectorBM}}{}
+\item \contentsline{section}{moeo\-Vector\-Vs\-Vector\-BM$<$ EOT, double $>$}{\pageref{classmoeoVectorVsVectorBM}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-Contribution\-Metric$<$ EOT $>$}{\pageref{classmoeoContributionMetric}}{}
+\item \contentsline{section}{moeo\-Entropy\-Metric$<$ EOT $>$}{\pageref{classmoeoEntropyMetric}}{}
+\end{CompactList}
+\end{CompactList}
+\item \contentsline{section}{moeo\-BM$<$ const const EOFitness \&, EOFitness \&, R $>$}{\pageref{classmoeoBM}}{}
+\item \contentsline{section}{moeo\-BM$<$ const const std::vector$<$ EOFitness $>$ \&, EOFitness \&, R $>$}{\pageref{classmoeoBM}}{}
+\item \contentsline{section}{moeo\-BM$<$ const const std::vector$<$ EOFitness $>$ \&, std::vector$<$ EOFitness $>$ \&, R $>$}{\pageref{classmoeoBM}}{}
+\item \contentsline{section}{moeo\-BM$<$ const const std::vector$<$ typename EOT::Fitness $>$ \&, std::vector$<$ typename EOT::Fitness $>$ \&, double $>$}{\pageref{classmoeoBM}}{}
+\item \contentsline{section}{moeo\-UM$<$ A, R $>$}{\pageref{classmoeoUM}}{}
+\item \contentsline{section}{moeo\-UM$<$ const EOFitness \&, R $>$}{\pageref{classmoeoUM}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-Solution\-UM$<$ EOT, R, EOFitness $>$}{\pageref{classmoeoSolutionUM}}{}
+\end{CompactList}
+\item \contentsline{section}{moeo\-UM$<$ const std::vector$<$ EOFitness $>$ \&, R $>$}{\pageref{classmoeoUM}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-Vector\-UM$<$ EOT, R, EOFitness $>$}{\pageref{classmoeoVectorUM}}{}
+\end{CompactList}
+\end{CompactList}
+\item \contentsline{section}{moeo\-MOLS$<$ EOT $>$}{\pageref{classmoeoMOLS}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-Combined\-MOLS$<$ EOT $>$}{\pageref{classmoeoCombinedMOLS}}{}
+\end{CompactList}
+\item \contentsline{section}{moeo\-Replacement$<$ EOT, Worth\-T $>$}{\pageref{classmoeoReplacement}}{}
+\begin{CompactList}
+\item \contentsline{section}{moeo\-Disctinct\-Elitist\-Replacement$<$ EOT, Worth\-T $>$}{\pageref{classmoeoDisctinctElitistReplacement}}{}
+\item \contentsline{section}{moeo\-Elitist\-Replacement$<$ EOT, Worth\-T $>$}{\pageref{classmoeoElitistReplacement}}{}
+\end{CompactList}
+\item \contentsline{section}{moeo\-Select\-One\-From\-Pop\-And\-Arch$<$ EOT $>$}{\pageref{classmoeoSelectOneFromPopAndArch}}{}
+\end{CompactList}
diff --git a/trunk/paradiseo-moeo/doc/latex/main.tex b/trunk/paradiseo-moeo/doc/latex/main.tex
new file mode 100644
index 000000000..6c56a3a6d
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/main.tex
@@ -0,0 +1,5 @@
+\section{Introduction}\label{main_intro}
+Paradis\-EO-MOEO is a white-box object-oriented generic framework dedicated to the flexible design of evolutionary multi-objective algorithms. This paradigm-free software embeds some features and techniques for Pareto-based resolution and aims to provide a set of classes allowing to ease and speed up the development of computationally efficient programs. It is based on a clear conceptual distinction between the solution methods and the multi-objective problems they are intended to solve. This separation confers a maximum design and code reuse. Paradis\-EO-MOEO provides a broad range of archive-related features (such as elitism or performance metrics) and the most common Pareto-based fitness assignment strategies (MOGA, NSGA, SPEA, IBEA and more). Furthermore, parallel and distributed models as well as hybridization mechanisms can be applied to an algorithm designed within Paradis\-EO-MOEO using the whole version of Paradis\-EO.\section{Tutorial}\label{main_tutorial}
+A tutorial about a bi-objective flow-shop scheduling problem will be available soon.\section{Installation}\label{main_install}
+The installation procedure of the package is detailed in the {\tt README} file in the top-directory of the source-tree.\section{Overall Design}\label{main_design}
+For an introduction to the design of Paradis\-EO-MOEO, you can look at the {\tt Paradis\-EO website}.
\ No newline at end of file
diff --git a/trunk/paradiseo-moeo/doc/latex/pages.tex b/trunk/paradiseo-moeo/doc/latex/pages.tex
new file mode 100644
index 000000000..8297a1563
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/pages.tex
@@ -0,0 +1,5 @@
+\section{Paradis\-EO-MOEO Related Pages}
+Here is a list of all related documentation pages:\begin{CompactList}
+\item \contentsline{section}{Related webpages}{\pageref{webpages}}{}
+
+\end{CompactList}
diff --git a/trunk/paradiseo-moeo/doc/latex/refman.tex b/trunk/paradiseo-moeo/doc/latex/refman.tex
new file mode 100644
index 000000000..87072f6e5
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/refman.tex
@@ -0,0 +1,63 @@
+\documentclass[a4paper]{book}
+\usepackage{a4wide}
+\usepackage{makeidx}
+\usepackage{fancyhdr}
+\usepackage{graphicx}
+\usepackage{multicol}
+\usepackage{float}
+\usepackage{textcomp}
+\usepackage{alltt}
+\usepackage{doxygen}
+\makeindex
+\setcounter{tocdepth}{1}
+\renewcommand{\footrulewidth}{0.4pt}
+\begin{document}
+\begin{titlepage}
+\vspace*{7cm}
+\begin{center}
+{\Large Paradis\-EO-MOEO Reference Manual\\[1ex]\large 0.1 }\\
+\vspace*{1cm}
+{\large Generated by Doxygen 1.5.1}\\
+\vspace*{0.5cm}
+{\small Wed Dec 6 10:16:12 2006}\\
+\end{center}
+\end{titlepage}
+\clearemptydoublepage
+\pagenumbering{roman}
+\tableofcontents
+\clearemptydoublepage
+\pagenumbering{arabic}
+\chapter{Welcome to Paradis\-EO-MOEO }
+\label{index}\input{main}
+\chapter{Paradis\-EO-MOEO Hierarchical Index}
+\input{hierarchy}
+\chapter{Paradis\-EO-MOEO Class Index}
+\input{annotated}
+\chapter{Paradis\-EO-MOEO Page Index}
+\input{pages}
+\chapter{Paradis\-EO-MOEO Class Documentation}
+\input{classmoeoArchive}
+\include{classmoeoArchiveFitnessSavingUpdater}
+\include{classmoeoArchiveUpdater}
+\include{classmoeoBinaryMetricSavingUpdater}
+\include{classmoeoBM}
+\include{classmoeoCombinedMOLS}
+\include{classmoeoContributionMetric}
+\include{classmoeoDisctinctElitistReplacement}
+\include{classmoeoElitistReplacement}
+\include{classmoeoEntropyMetric}
+\include{classmoeoHybridMOLS}
+\include{classmoeoMetric}
+\include{classmoeoMOLS}
+\include{classmoeoReplacement}
+\include{classmoeoSelectOneFromPopAndArch}
+\include{classmoeoSolutionUM}
+\include{classmoeoSolutionVsSolutionBM}
+\include{classmoeoUM}
+\include{classmoeoVectorUM}
+\include{classmoeoVectorVsSolutionBM}
+\include{classmoeoVectorVsVectorBM}
+\chapter{Paradis\-EO-MOEO Page Documentation}
+\input{webpages}
+\printindex
+\end{document}
diff --git a/trunk/paradiseo-moeo/doc/latex/webpages.tex b/trunk/paradiseo-moeo/doc/latex/webpages.tex
new file mode 100644
index 000000000..f17506321
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/latex/webpages.tex
@@ -0,0 +1,3 @@
+\section{Related webpages}\label{webpages}
+\begin{itemize}
+\item Paradis\-EO {\tt homepage}\item INRIA GForge {\tt project page}\item {\tt README}\item {\tt NEWS} \end{itemize}
diff --git a/trunk/paradiseo-moeo/doc/man/man3/moeoArchive.3 b/trunk/paradiseo-moeo/doc/man/man3/moeoArchive.3
new file mode 100644
index 000000000..f5fa333e0
--- /dev/null
+++ b/trunk/paradiseo-moeo/doc/man/man3/moeoArchive.3
@@ -0,0 +1,109 @@
+.TH "moeoArchive" 3 "6 Dec 2006" "Version 0.1" "ParadisEO-MOEO" \" -*- nroff -*-
+.ad l
+.nh
+.SH NAME
+moeoArchive \- An archive is a secondary population that stores non-dominated solutions.
+
+.PP
+.SH SYNOPSIS
+.br
+.PP
+\fC#include 
