Add moeoDualRealObjectiveVector, to implement OV with feasability

This commit is contained in:
Johann Dreo 2013-06-07 11:26:49 +02:00
commit 3adff8518f
2 changed files with 116 additions and 0 deletions

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/*
(c) 2010 Thales group
This library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public
License as published by the Free Software Foundation; version 2
of the License.
This library is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with this library; if not, write to the Free Software
Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
Contact: http://eodev.sourceforge.net
Authors:
Johann Dréo <johann.dreo@thalesgroup.com>
*/
#ifndef _DUALREALOBJECTIVEVECTOR_H_
#define _DUALREALOBJECTIVEVECTOR_H_
#include <iostream>
#include <math.h>
#include <eo>
#include <comparator/moeoObjectiveObjectiveVectorComparator.h>
#include <comparator/moeoParetoObjectiveVectorComparator.h>
#include <core/moeoRealObjectiveVector.h>
template < class ObjectiveVectorTraits >
class moeoDualRealObjectiveVector : public moeoScalarObjectiveVector<ObjectiveVectorTraits, eoMinimizingDualFitness >
{
protected:
bool _is_feasible;
public:
moeoDualRealObjectiveVector(double value=0.0) : moeoScalarObjectiveVector<ObjectiveVectorTraits, eoMinimizingDualFitness >(value, false) {}
bool is_feasible() const
{
#ifndef NDEBUG
// if the feasibility is correctly assigned,
// every scalar's feasibility should be equal to the objective vector
for( typename moeoDualRealObjectiveVector::const_iterator it = this->begin(), end = this->end(); it != end; ++it ) {
assert( it->is_feasible() == _is_feasible );
}
#endif
return _is_feasible;
}
//! One should ensure that feasabilities of scalars are all the same
void is_feasible( bool value )
{
#ifndef NDEBUG
for( typename moeoDualRealObjectiveVector::const_iterator it = this->begin(), end = this->end(); it != end; ++it ) {
assert( it->is_feasible() == value );
}
#endif
_is_feasible = value;
}
bool dominates(const moeoRealObjectiveVector < ObjectiveVectorTraits > & other) const
{
// am I better than the other ?
// if I'm feasible and the other is not
if( this->is_feasible() && !other.is_feasible() ) {
// no, the other has a better objective
return true;
} else if( !this->is_feasible() && other.is_feasible() ) {
// yes, a feasible objective is always better than an unfeasible one
return false;
} else {
// the two objective are of the same type
// lets rely on the comparator
moeoParetoObjectiveVectorComparator< moeoDualRealObjectiveVector<ObjectiveVectorTraits> > comparator;
return comparator(other, *this);
}
}
//! Use when maximizing an
bool operator<(const moeoDualRealObjectiveVector < ObjectiveVectorTraits > & other) const
{
// am I better than the other ?
// if I'm feasible and the other is not
if( this->is_feasible() && !other.is_feasible() ) {
// no, the other has a better objective
return true;
} else if( !this->is_feasible() && other.is_feasible() ) {
// yes, a feasible objective is always better than an unfeasible one
return false;
} else {
moeoObjectiveObjectiveVectorComparator < moeoDualRealObjectiveVector < ObjectiveVectorTraits > > cmp;
return cmp(*this, other);
}
}
};
#endif /*_DUALREALOBJECTIVEVECTOR_H_*/

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#include <core/moeoIntVector.h>
#include <core/moeoObjectiveVector.h>
#include <core/moeoObjectiveVectorTraits.h>
#include <core/moeoScalarObjectiveVector.h>
#include <core/moeoRealObjectiveVector.h>
#include <core/moeoDualRealObjectiveVector.h>
#include <core/moeoRealVector.h>
#include <core/moeoVector.h>