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progress on moeoUnaryHyperVolumeMetric

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git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@1231 331e1502-861f-0410-8da2-ba01fb791d7f
This commit is contained in:
jhumeau 2008-08-08 15:44:47 +00:00
commit 51f0799605
1 changed files with 62 additions and 3 deletions
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trunk/paradiseo-moeo/src/metric/moeoHyperVolumeUnaryMetric.h
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@ -51,10 +51,11 @@ class moeoHyperVolumeUnaryMetric : public moeoVectorUnaryMetric < ObjectiveVecto
public:
/**
* Default Construtcor
* Constructor with a coefficient (rho)
* @param _normalize allow to normalize data (default true)
* @param _rho coefficient to determine the reference point.
*/
moeoHyperVolumeUnaryMetric(bool _normalize=true, double _rho=1.1): normalize(_normalize), rho(_rho){
moeoHyperVolumeUnaryMetric(bool _normalize=true, double _rho=1.1): normalize(_normalize), rho(_rho), ref_point(NULL){
bounds.resize(ObjectiveVector::Traits::nObjectives());
// initialize bounds in case someone does not want to use them
for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++)
@ -62,6 +63,20 @@ class moeoHyperVolumeUnaryMetric : public moeoVectorUnaryMetric < ObjectiveVecto
bounds[i] = eoRealInterval(0,1);
}
}
/**
* Constructor with a reference point
* @param _normalize allow to normalize data (default true)
* @param _ref_point the reference point
*/
moeoHyperVolumeUnaryMetric(bool _normalize=true, ObjectiveVector _ref_point=NULL): normalize(_normalize), rho(0.0), ref_point(_ref_point){
bounds.resize(ObjectiveVector::Traits::nObjectives());
// initialize bounds in case someone does not want to use them
for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++)
{
bounds[i] = eoRealInterval(0,1);
}
}
/**
@ -70,7 +85,49 @@ class moeoHyperVolumeUnaryMetric : public moeoVectorUnaryMetric < ObjectiveVecto
*/
double operator()(const std::vector < ObjectiveVector > & _set)
{
return 0.0;
std::vector < std::vector<double> > front;
//determine the reference point if a coefficient is passed in paremeter
if(rho >= 1.0){
//determine bounds
setup(_set);
//determine reference point
for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++){
if(normalize){
if (ObjectiveVector::Traits::minimizing(i))
ref_point[i]= rho;
else
ref_point[i]= 1-rho;
}
else{
if (ObjectiveVector::Traits::minimizing(i))
ref_point[i]= bounds[i].maximum() * rho;
else
ref_point[i]= bounds[i].maximum() * (1-rho);
}
}
//if no normalization, reinit bounds to O..1 for
if(!normalize)
for (unsigned int i=0; i<ObjectiveVector::Traits::nObjectives(); i++)
bounds[i] = eoRealInterval(0,1);
}
else if(normalize)
setup(_set);
front.resize(_set.size());
for(unsigned int i=0; i < _set.size(); i++){
front[i].resize(ObjectiveVector::Traits::nObjectives());
for (unsigned int j=0; j<ObjectiveVector::Traits::nObjectives(); j++){
if (ObjectiveVector::Traits::minimizing(j)){
front[i][j]=ref_point[j] - ((_set[i][j] - bounds[j].minimum()) /bounds[j].range());
}
else{
front[i][j]=((_set[i][j] - bounds[j].minimum()) /bounds[j].range()) - ref_point[j];
}
}
}
return calc_hypervolume(front, front.size(),ObjectiveVector::Traits::nObjectives());
}
std::vector < eoRealInterval > getBounds(){
@ -277,6 +334,8 @@ class moeoHyperVolumeUnaryMetric : public moeoVectorUnaryMetric < ObjectiveVecto
/*vectors contains bounds for normalization*/
std::vector < eoRealInterval > bounds;
ObjectiveVector ref_point;