b1d6dd41c0
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@397 331e1502-861f-0410-8da2-ba01fb791d7f
203 lines
6.4 KiB
Groff
203 lines
6.4 KiB
Groff
.TH "moeoNSGAII" 3 "26 Jun 2007" "Version 1.0" "ParadisEO-MOEO" \" -*- nroff -*-
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.ad l
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.nh
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.SH NAME
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moeoNSGAII \- NSGA-II (Non-dominated Sorting Genetic Algorithm II) as described in: Deb, K., S.
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.PP
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.SH SYNOPSIS
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.br
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.PP
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\fC#include <moeoNSGAII.h>\fP
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.PP
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Inherits \fBmoeoEA< MOEOT >< MOEOT >\fP.
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.PP
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.SS "Public Member Functions"
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.in +1c
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.ti -1c
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.RI "\fBmoeoNSGAII\fP (unsigned int _maxGen, \fBeoEvalFunc\fP< MOEOT > &_eval, \fBeoGenOp\fP< MOEOT > &_op)"
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.br
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.RI "\fISimple ctor with a \fBeoGenOp\fP. \fP"
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.ti -1c
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.RI "\fBmoeoNSGAII\fP (unsigned int _maxGen, \fBeoEvalFunc\fP< MOEOT > &_eval, \fBeoTransform\fP< MOEOT > &_op)"
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.br
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.RI "\fISimple ctor with a \fBeoTransform\fP. \fP"
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.ti -1c
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.RI "\fBmoeoNSGAII\fP (unsigned int _maxGen, \fBeoEvalFunc\fP< MOEOT > &_eval, \fBeoQuadOp\fP< MOEOT > &_crossover, double _pCross, \fBeoMonOp\fP< MOEOT > &_mutation, double _pMut)"
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.br
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.RI "\fICtor with a crossover, a mutation and their corresponding rates. \fP"
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.ti -1c
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.RI "\fBmoeoNSGAII\fP (\fBeoContinue\fP< MOEOT > &_continuator, \fBeoEvalFunc\fP< MOEOT > &_eval, \fBeoGenOp\fP< MOEOT > &_op)"
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.br
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.RI "\fICtor with a continuator (instead of _maxGen) and a \fBeoGenOp\fP. \fP"
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.ti -1c
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.RI "\fBmoeoNSGAII\fP (\fBeoContinue\fP< MOEOT > &_continuator, \fBeoEvalFunc\fP< MOEOT > &_eval, \fBeoTransform\fP< MOEOT > &_op)"
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.br
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.RI "\fICtor with a continuator (instead of _maxGen) and a \fBeoTransform\fP. \fP"
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.ti -1c
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.RI "virtual void \fBoperator()\fP (\fBeoPop\fP< MOEOT > &_pop)"
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.br
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.RI "\fIApply a few generation of evolution to the population _pop until the stopping criteria is verified. \fP"
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.in -1c
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.SS "Protected Attributes"
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.in +1c
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.ti -1c
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.RI "\fBeoGenContinue\fP< MOEOT > \fBdefaultGenContinuator\fP"
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.br
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.RI "\fIa continuator based on the number of generations (used as default) \fP"
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.ti -1c
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.RI "\fBeoContinue\fP< MOEOT > & \fBcontinuator\fP"
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.br
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.RI "\fIstopping criteria \fP"
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.ti -1c
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.RI "\fBeoPopLoopEval\fP< MOEOT > \fBpopEval\fP"
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.br
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.RI "\fIevaluation function used to evaluate the whole population \fP"
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.ti -1c
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.RI "\fBmoeoDetTournamentSelect\fP< MOEOT > \fBselect\fP"
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.br
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.RI "\fIbinary tournament selection \fP"
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.ti -1c
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.RI "\fBmoeoFastNonDominatedSortingFitnessAssignment\fP< MOEOT > \fBfitnessAssignment\fP"
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.br
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.RI "\fIfitness assignment used in NSGA-II \fP"
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.ti -1c
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.RI "\fBmoeoFrontByFrontCrowdingDistanceDiversityAssignment\fP< MOEOT > \fBdiversityAssignment\fP"
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.br
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.RI "\fIdiversity assignment used in NSGA-II \fP"
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.ti -1c
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.RI "\fBmoeoElitistReplacement\fP< MOEOT > \fBreplace\fP"
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.br
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.RI "\fIelitist replacement \fP"
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.ti -1c
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.RI "\fBeoSGAGenOp\fP< MOEOT > \fBdefaultSGAGenOp\fP"
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.br
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.RI "\fIan object for genetic operators (used as default) \fP"
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.ti -1c
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.RI "\fBeoGeneralBreeder\fP< MOEOT > \fBgenBreed\fP"
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.br
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.RI "\fIgeneral breeder \fP"
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.ti -1c
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.RI "\fBeoBreed\fP< MOEOT > & \fBbreed\fP"
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.br
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.RI "\fIbreeder \fP"
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.in -1c
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.SH "Detailed Description"
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.PP
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.SS "template<class MOEOT> class moeoNSGAII< MOEOT >"
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NSGA-II (Non-dominated Sorting Genetic Algorithm II) as described in: Deb, K., S.
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Agrawal, A. Pratap, and T. Meyarivan : 'A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II'. In IEEE Transactions on Evolutionary Computation, Vol. 6, No 2, pp 182-197 (April 2002). This class builds the NSGA-II algorithm only by using the fine-grained components of the ParadisEO-MOEO framework.
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.PP
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Definition at line 37 of file moeoNSGAII.h.
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.SH "Constructor & Destructor Documentation"
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.PP
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.SS "template<class MOEOT> \fBmoeoNSGAII\fP< MOEOT >::\fBmoeoNSGAII\fP (unsigned int _maxGen, \fBeoEvalFunc\fP< MOEOT > & _eval, \fBeoGenOp\fP< MOEOT > & _op)\fC [inline]\fP"
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.PP
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Simple ctor with a \fBeoGenOp\fP.
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.PP
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\fBParameters:\fP
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.RS 4
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\fI_maxGen\fP number of generations before stopping
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.br
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\fI_eval\fP evaluation function
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.br
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\fI_op\fP variation operator
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.RE
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.PP
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.PP
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Definition at line 47 of file moeoNSGAII.h.
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.SS "template<class MOEOT> \fBmoeoNSGAII\fP< MOEOT >::\fBmoeoNSGAII\fP (unsigned int _maxGen, \fBeoEvalFunc\fP< MOEOT > & _eval, \fBeoTransform\fP< MOEOT > & _op)\fC [inline]\fP"
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.PP
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Simple ctor with a \fBeoTransform\fP.
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.PP
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\fBParameters:\fP
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.RS 4
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\fI_maxGen\fP number of generations before stopping
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.br
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\fI_eval\fP evaluation function
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.br
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\fI_op\fP variation operator
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.RE
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.PP
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.PP
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Definition at line 59 of file moeoNSGAII.h.
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.SS "template<class MOEOT> \fBmoeoNSGAII\fP< MOEOT >::\fBmoeoNSGAII\fP (unsigned int _maxGen, \fBeoEvalFunc\fP< MOEOT > & _eval, \fBeoQuadOp\fP< MOEOT > & _crossover, double _pCross, \fBeoMonOp\fP< MOEOT > & _mutation, double _pMut)\fC [inline]\fP"
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.PP
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Ctor with a crossover, a mutation and their corresponding rates.
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.PP
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\fBParameters:\fP
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.RS 4
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\fI_maxGen\fP number of generations before stopping
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.br
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\fI_eval\fP evaluation function
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.br
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\fI_crossover\fP crossover
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.br
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\fI_pCross\fP crossover probability
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.br
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\fI_mutation\fP mutation
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.br
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\fI_pMut\fP mutation probability
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.RE
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.PP
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.PP
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Definition at line 74 of file moeoNSGAII.h.
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.SS "template<class MOEOT> \fBmoeoNSGAII\fP< MOEOT >::\fBmoeoNSGAII\fP (\fBeoContinue\fP< MOEOT > & _continuator, \fBeoEvalFunc\fP< MOEOT > & _eval, \fBeoGenOp\fP< MOEOT > & _op)\fC [inline]\fP"
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.PP
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Ctor with a continuator (instead of _maxGen) and a \fBeoGenOp\fP.
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.PP
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\fBParameters:\fP
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.RS 4
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\fI_continuator\fP stopping criteria
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.br
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\fI_eval\fP evaluation function
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.br
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\fI_op\fP variation operator
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.RE
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.PP
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.PP
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Definition at line 87 of file moeoNSGAII.h.
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.SS "template<class MOEOT> \fBmoeoNSGAII\fP< MOEOT >::\fBmoeoNSGAII\fP (\fBeoContinue\fP< MOEOT > & _continuator, \fBeoEvalFunc\fP< MOEOT > & _eval, \fBeoTransform\fP< MOEOT > & _op)\fC [inline]\fP"
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.PP
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Ctor with a continuator (instead of _maxGen) and a \fBeoTransform\fP.
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.PP
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\fBParameters:\fP
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.RS 4
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\fI_continuator\fP stopping criteria
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.br
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\fI_eval\fP evaluation function
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.br
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\fI_op\fP variation operator
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.RE
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.PP
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.PP
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Definition at line 99 of file moeoNSGAII.h.
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.SH "Member Function Documentation"
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.PP
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.SS "template<class MOEOT> virtual void \fBmoeoNSGAII\fP< MOEOT >::operator() (\fBeoPop\fP< MOEOT > & _pop)\fC [inline, virtual]\fP"
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.PP
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Apply a few generation of evolution to the population _pop until the stopping criteria is verified.
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.PP
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\fBParameters:\fP
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.RS 4
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\fI_pop\fP the population
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.RE
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.PP
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.PP
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Definition at line 109 of file moeoNSGAII.h.
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.PP
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References moeoNSGAII< MOEOT >::breed, moeoNSGAII< MOEOT >::continuator, moeoNSGAII< MOEOT >::diversityAssignment, moeoNSGAII< MOEOT >::fitnessAssignment, moeoNSGAII< MOEOT >::popEval, and moeoNSGAII< MOEOT >::replace.
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.SH "Author"
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.PP
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Generated automatically by Doxygen for ParadisEO-MOEO from the source code.
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