New style for MOEO
git-svn-id: svn://scm.gforge.inria.fr/svnroot/paradiseo@788 331e1502-861f-0410-8da2-ba01fb791d7f
This commit is contained in:
parent
7161febf9c
commit
39709d3d12
103 changed files with 2607 additions and 2521 deletions
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShop.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -38,6 +38,6 @@
|
|||
#include <FlowShop.h>
|
||||
|
||||
std::string FlowShop::className() const
|
||||
{
|
||||
{
|
||||
return "FlowShop";
|
||||
}
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShop.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -45,14 +45,14 @@
|
|||
* Structure of the genotype for the flow-shop scheduling problem: a vector of unsigned int int.
|
||||
*/
|
||||
class FlowShop: public moeoVector < FlowShopObjectiveVector , double , double , unsigned int >
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* class name
|
||||
*/
|
||||
std::string className() const;
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOP_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopBenchmarkParser.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -40,87 +40,92 @@
|
|||
|
||||
FlowShopBenchmarkParser::FlowShopBenchmarkParser(const std::string _benchmarkFileName)
|
||||
{
|
||||
init(_benchmarkFileName);
|
||||
init(_benchmarkFileName);
|
||||
}
|
||||
|
||||
|
||||
const unsigned int FlowShopBenchmarkParser::getM()
|
||||
{
|
||||
return M;
|
||||
return M;
|
||||
}
|
||||
|
||||
|
||||
const unsigned int FlowShopBenchmarkParser::getN()
|
||||
{
|
||||
return N;
|
||||
return N;
|
||||
}
|
||||
|
||||
|
||||
const std::vector< std::vector<unsigned int> > FlowShopBenchmarkParser::getP()
|
||||
{
|
||||
return p;
|
||||
return p;
|
||||
}
|
||||
|
||||
|
||||
const std::vector<unsigned int> FlowShopBenchmarkParser::getD()
|
||||
{
|
||||
return d;
|
||||
return d;
|
||||
}
|
||||
|
||||
|
||||
void FlowShopBenchmarkParser::printOn(std::ostream & _os) const
|
||||
{
|
||||
{
|
||||
_os << "M=" << M << " N=" << N << std::endl;
|
||||
_os << "*** processing times" << std::endl;
|
||||
for (unsigned int i=0; i<M; i++) {
|
||||
for (unsigned int j=0; j<N; j++) {
|
||||
for (unsigned int i=0; i<M; i++)
|
||||
{
|
||||
for (unsigned int j=0; j<N; j++)
|
||||
{
|
||||
_os << p[i][j] << " ";
|
||||
}
|
||||
}
|
||||
_os << std::endl;
|
||||
}
|
||||
}
|
||||
_os << "*** due-dates" << std::endl;
|
||||
for (unsigned int j=0; j<N; j++) {
|
||||
for (unsigned int j=0; j<N; j++)
|
||||
{
|
||||
_os << d[j] << " ";
|
||||
}
|
||||
}
|
||||
_os << std::endl << std::endl;
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
void FlowShopBenchmarkParser::init(const std::string _benchmarkFileName)
|
||||
{
|
||||
std::string buffer;
|
||||
std::string::size_type start, end;
|
||||
std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
|
||||
// opening of the benchmark file
|
||||
if (! inputFile)
|
||||
throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
|
||||
// number of jobs (N)
|
||||
getline(inputFile, buffer, '\n');
|
||||
N = atoi(buffer.data());
|
||||
// number of machines M
|
||||
getline(inputFile, buffer, '\n');
|
||||
M = atoi(buffer.data());
|
||||
// initial and current seeds (not used)
|
||||
getline(inputFile, buffer, '\n');
|
||||
// processing times and due-dates
|
||||
p = std::vector< std::vector<unsigned int> > (M,N);
|
||||
d = std::vector<unsigned int> (N);
|
||||
// for each job...
|
||||
for (unsigned int j=0 ; j<N ; j++) {
|
||||
// index of the job (<=> j)
|
||||
getline(inputFile, buffer, '\n');
|
||||
// due-date of the job j
|
||||
getline(inputFile, buffer, '\n');
|
||||
d[j] = atoi(buffer.data());
|
||||
// processing times of the job j on each machine
|
||||
getline(inputFile, buffer, '\n');
|
||||
start = buffer.find_first_not_of(" ");
|
||||
for (unsigned int i=0 ; i<M ; i++) {
|
||||
end = buffer.find_first_of(" ", start);
|
||||
p[i][j] = atoi(buffer.substr(start, end-start).data());
|
||||
start = buffer.find_first_not_of(" ", end);
|
||||
std::string buffer;
|
||||
std::string::size_type start, end;
|
||||
std::ifstream inputFile(_benchmarkFileName.data(), std::ios::in);
|
||||
// opening of the benchmark file
|
||||
if (! inputFile)
|
||||
throw std::runtime_error("*** ERROR : Unable to open the benchmark file");
|
||||
// number of jobs (N)
|
||||
getline(inputFile, buffer, '\n');
|
||||
N = atoi(buffer.data());
|
||||
// number of machines M
|
||||
getline(inputFile, buffer, '\n');
|
||||
M = atoi(buffer.data());
|
||||
// initial and current seeds (not used)
|
||||
getline(inputFile, buffer, '\n');
|
||||
// processing times and due-dates
|
||||
p = std::vector< std::vector<unsigned int> > (M,N);
|
||||
d = std::vector<unsigned int> (N);
|
||||
// for each job...
|
||||
for (unsigned int j=0 ; j<N ; j++)
|
||||
{
|
||||
// index of the job (<=> j)
|
||||
getline(inputFile, buffer, '\n');
|
||||
// due-date of the job j
|
||||
getline(inputFile, buffer, '\n');
|
||||
d[j] = atoi(buffer.data());
|
||||
// processing times of the job j on each machine
|
||||
getline(inputFile, buffer, '\n');
|
||||
start = buffer.find_first_not_of(" ");
|
||||
for (unsigned int i=0 ; i<M ; i++)
|
||||
{
|
||||
end = buffer.find_first_of(" ", start);
|
||||
p[i][j] = atoi(buffer.substr(start, end-start).data());
|
||||
start = buffer.find_first_not_of(" ", end);
|
||||
}
|
||||
}
|
||||
// closing of the input file
|
||||
inputFile.close();
|
||||
// closing of the input file
|
||||
inputFile.close();
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopBenchmarkParser.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -46,8 +46,8 @@
|
|||
* Class to handle parameters of a flow-shop instance from a benchmark file
|
||||
*/
|
||||
class FlowShopBenchmarkParser
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* Ctor
|
||||
|
|
@ -86,7 +86,7 @@ public:
|
|||
void printOn(std::ostream & _os) const;
|
||||
|
||||
|
||||
private:
|
||||
private:
|
||||
|
||||
/** number of machines */
|
||||
unsigned int M;
|
||||
|
|
@ -104,6 +104,6 @@ private:
|
|||
*/
|
||||
void init(const std::string _benchmarkFileName);
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPBENCHMARKPARSER_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopEval.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -39,51 +39,52 @@
|
|||
|
||||
|
||||
FlowShopEval::FlowShopEval(unsigned int _M, unsigned int _N, const std::vector< std::vector<unsigned int> > & _p, const std::vector<unsigned int> & _d) :
|
||||
M(_M), N (_N), p(_p), d(_d)
|
||||
M(_M), N (_N), p(_p), d(_d)
|
||||
{}
|
||||
|
||||
|
||||
void FlowShopEval::operator()(FlowShop & _flowshop)
|
||||
{
|
||||
FlowShopObjectiveVector objVector;
|
||||
objVector[0] = makespan(_flowshop);
|
||||
objVector[1] = tardiness(_flowshop);
|
||||
_flowshop.objectiveVector(objVector);
|
||||
FlowShopObjectiveVector objVector;
|
||||
objVector[0] = makespan(_flowshop);
|
||||
objVector[1] = tardiness(_flowshop);
|
||||
_flowshop.objectiveVector(objVector);
|
||||
}
|
||||
|
||||
|
||||
|
||||
double FlowShopEval::makespan(const FlowShop & _flowshop)
|
||||
{
|
||||
// completion times computation for each job on each machine
|
||||
// C[i][j] = completion of the jth job of the scheduling on the ith machine
|
||||
std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
|
||||
return C[M-1][_flowshop[N-1]];
|
||||
// completion times computation for each job on each machine
|
||||
// C[i][j] = completion of the jth job of the scheduling on the ith machine
|
||||
std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
|
||||
return C[M-1][_flowshop[N-1]];
|
||||
}
|
||||
|
||||
|
||||
double FlowShopEval::tardiness(const FlowShop & _flowshop)
|
||||
{
|
||||
// completion times computation for each job on each machine
|
||||
// C[i][j] = completion of the jth job of the scheduling on the ith machine
|
||||
std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
|
||||
// tardiness computation
|
||||
unsigned int long sum = 0;
|
||||
for (unsigned int j=0 ; j<N ; j++)
|
||||
sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
|
||||
return sum;
|
||||
// completion times computation for each job on each machine
|
||||
// C[i][j] = completion of the jth job of the scheduling on the ith machine
|
||||
std::vector< std::vector<unsigned int> > C = completionTime(_flowshop);
|
||||
// tardiness computation
|
||||
unsigned int long sum = 0;
|
||||
for (unsigned int j=0 ; j<N ; j++)
|
||||
sum += (unsigned int) std::max (0, (int) (C[M-1][_flowshop[j]] - d[_flowshop[j]]));
|
||||
return sum;
|
||||
}
|
||||
|
||||
|
||||
std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop) {
|
||||
std::vector< std::vector<unsigned int> > C(M,N);
|
||||
C[0][_flowshop[0]] = p[0][_flowshop[0]];
|
||||
std::vector< std::vector<unsigned int> > FlowShopEval::completionTime(const FlowShop & _flowshop)
|
||||
{
|
||||
std::vector< std::vector<unsigned int> > C(M,N);
|
||||
C[0][_flowshop[0]] = p[0][_flowshop[0]];
|
||||
for (unsigned int j=1; j<N; j++)
|
||||
C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
|
||||
for (unsigned int i=1; i<M; i++)
|
||||
C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
|
||||
for (unsigned int i=1; i<M; i++)
|
||||
for (unsigned int j=1; j<N; j++)
|
||||
C[0][_flowshop[j]] = C[0][_flowshop[j-1]] + p[0][_flowshop[j]];
|
||||
for (unsigned int i=1; i<M; i++)
|
||||
C[i][_flowshop[0]] = C[i-1][_flowshop[0]] + p[i][_flowshop[0]];
|
||||
for (unsigned int i=1; i<M; i++)
|
||||
for (unsigned int j=1; j<N; j++)
|
||||
C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
|
||||
return C;
|
||||
C[i][_flowshop[j]] = std::max(C[i][_flowshop[j-1]], C[i-1][_flowshop[j]]) + p[i][_flowshop[j]];
|
||||
return C;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopEval.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -46,8 +46,8 @@
|
|||
* Evaluation of the objective vector a (multi-objective) FlowShop object
|
||||
*/
|
||||
class FlowShopEval : public moeoEvalFunc<FlowShop>
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* Ctor
|
||||
|
|
@ -66,7 +66,7 @@ public:
|
|||
void operator()(FlowShop & _flowshop);
|
||||
|
||||
|
||||
private:
|
||||
private:
|
||||
|
||||
/** number of machines */
|
||||
unsigned int M;
|
||||
|
|
@ -99,6 +99,6 @@ private:
|
|||
*/
|
||||
std::vector< std::vector<unsigned int> > completionTime (const FlowShop & _flowshop);
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPEVAL_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopInit.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -44,21 +44,21 @@ FlowShopInit::FlowShopInit(unsigned int _N) : N(_N)
|
|||
|
||||
void FlowShopInit::operator()(FlowShop & _flowshop)
|
||||
{
|
||||
// scheduling vector
|
||||
std::vector<unsigned int> scheduling(N);
|
||||
// initialisation of possible values
|
||||
std::vector<unsigned int> possibles(N);
|
||||
for (unsigned int i=0 ; i<N ; i++)
|
||||
possibles[i] = i;
|
||||
// random initialization
|
||||
unsigned int rInd; // random index
|
||||
for (unsigned int i=0; i<N; i++)
|
||||
// scheduling vector
|
||||
std::vector<unsigned int> scheduling(N);
|
||||
// initialisation of possible values
|
||||
std::vector<unsigned int> possibles(N);
|
||||
for (unsigned int i=0 ; i<N ; i++)
|
||||
possibles[i] = i;
|
||||
// random initialization
|
||||
unsigned int rInd; // random index
|
||||
for (unsigned int i=0; i<N; i++)
|
||||
{
|
||||
rInd = (unsigned int) rng.uniform(N-i);
|
||||
scheduling[i] = possibles[rInd];
|
||||
possibles[rInd] = possibles[N-i-1];
|
||||
rInd = (unsigned int) rng.uniform(N-i);
|
||||
scheduling[i] = possibles[rInd];
|
||||
possibles[rInd] = possibles[N-i-1];
|
||||
}
|
||||
_flowshop.resize(N);
|
||||
_flowshop.value(scheduling);
|
||||
_flowshop.invalidate(); // IMPORTANT in case the _genotype is old
|
||||
_flowshop.resize(N);
|
||||
_flowshop.value(scheduling);
|
||||
_flowshop.invalidate(); // IMPORTANT in case the _genotype is old
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopInit.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -45,8 +45,8 @@
|
|||
* Initialization of a random genotype built by the default constructor of the FlowShop class
|
||||
*/
|
||||
class FlowShopInit : public eoInit<FlowShop>
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* Ctor
|
||||
|
|
@ -62,11 +62,11 @@ public:
|
|||
void operator()(FlowShop & _flowshop);
|
||||
|
||||
|
||||
private:
|
||||
private:
|
||||
|
||||
/** the number of jobs (size of a scheduling vector) */
|
||||
unsigned int N;
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPINIT_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopObjectiveVector.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopObjectiveVectorTraits.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -40,18 +40,18 @@
|
|||
|
||||
bool FlowShopObjectiveVectorTraits::minimizing (int _i)
|
||||
{
|
||||
// minimizing both
|
||||
return true;
|
||||
// minimizing both
|
||||
return true;
|
||||
}
|
||||
|
||||
bool FlowShopObjectiveVectorTraits::maximizing (int _i)
|
||||
{
|
||||
// minimizing both
|
||||
return false;
|
||||
// minimizing both
|
||||
return false;
|
||||
}
|
||||
|
||||
unsigned int FlowShopObjectiveVectorTraits::nObjectives ()
|
||||
{
|
||||
// 2 objectives
|
||||
return 2;
|
||||
// 2 objectives
|
||||
return 2;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopObjectiveVectorTraits.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -44,8 +44,8 @@
|
|||
* Definition of the objective vector traits for multi-objective flow-shop problems
|
||||
*/
|
||||
class FlowShopObjectiveVectorTraits : public moeoObjectiveVectorTraits
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* Returns true if the _ith objective have to be minimzed
|
||||
|
|
@ -66,6 +66,6 @@ public:
|
|||
*/
|
||||
static unsigned int nObjectives ();
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPOBJECTIVEVECTORTRAITS_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopOpCrossoverQuad.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -39,71 +39,72 @@
|
|||
|
||||
|
||||
std::string FlowShopOpCrossoverQuad::className() const
|
||||
{
|
||||
{
|
||||
return "FlowShopOpCrossoverQuad";
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
bool FlowShopOpCrossoverQuad::operator()(FlowShop & _flowshop1, FlowShop & _flowshop2)
|
||||
{
|
||||
bool oneAtLeastIsModified;
|
||||
// computation of the 2 random points
|
||||
unsigned int point1, point2;
|
||||
do
|
||||
bool oneAtLeastIsModified;
|
||||
// computation of the 2 random points
|
||||
unsigned int point1, point2;
|
||||
do
|
||||
{
|
||||
point1 = rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
|
||||
point2 = rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
|
||||
} while (fabs((double) point1-point2) <= 2);
|
||||
// computation of the offspring
|
||||
FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
|
||||
FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
|
||||
// does at least one genotype has been modified ?
|
||||
if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
|
||||
{
|
||||
// update
|
||||
_flowshop1.value(offspring1);
|
||||
_flowshop2.value(offspring2);
|
||||
// at least one genotype has been modified
|
||||
oneAtLeastIsModified = true;
|
||||
point1 = rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
|
||||
point2 = rng.random(std::min(_flowshop1.size(), _flowshop2.size()));
|
||||
}
|
||||
else
|
||||
while (fabs((double) point1-point2) <= 2);
|
||||
// computation of the offspring
|
||||
FlowShop offspring1 = generateOffspring(_flowshop1, _flowshop2, point1, point2);
|
||||
FlowShop offspring2 = generateOffspring(_flowshop2, _flowshop1, point1, point2);
|
||||
// does at least one genotype has been modified ?
|
||||
if ((_flowshop1 != offspring1) || (_flowshop2 != offspring2))
|
||||
{
|
||||
// no genotype has been modified
|
||||
oneAtLeastIsModified = false;
|
||||
// update
|
||||
_flowshop1.value(offspring1);
|
||||
_flowshop2.value(offspring2);
|
||||
// at least one genotype has been modified
|
||||
oneAtLeastIsModified = true;
|
||||
}
|
||||
// return 'true' if at least one genotype has been modified
|
||||
return oneAtLeastIsModified;
|
||||
else
|
||||
{
|
||||
// no genotype has been modified
|
||||
oneAtLeastIsModified = false;
|
||||
}
|
||||
// return 'true' if at least one genotype has been modified
|
||||
return oneAtLeastIsModified;
|
||||
}
|
||||
|
||||
|
||||
FlowShop FlowShopOpCrossoverQuad::generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2)
|
||||
{
|
||||
FlowShop result = _parent1;
|
||||
std::vector<bool> taken_values(result.size(), false);
|
||||
if (_point1 > _point2)
|
||||
std::swap(_point1, _point2);
|
||||
/* first parent */
|
||||
for (unsigned int i=0 ; i<=_point1 ; i++)
|
||||
FlowShop result = _parent1;
|
||||
std::vector<bool> taken_values(result.size(), false);
|
||||
if (_point1 > _point2)
|
||||
std::swap(_point1, _point2);
|
||||
/* first parent */
|
||||
for (unsigned int i=0 ; i<=_point1 ; i++)
|
||||
{
|
||||
// result[i] == _parent1[i]
|
||||
taken_values[_parent1[i]] = true;
|
||||
// result[i] == _parent1[i]
|
||||
taken_values[_parent1[i]] = true;
|
||||
}
|
||||
for (unsigned int i=_point2 ; i<result.size() ; i++)
|
||||
for (unsigned int i=_point2 ; i<result.size() ; i++)
|
||||
{
|
||||
// result[i] == _parent1[i]
|
||||
taken_values[_parent1[i]] = true;
|
||||
// result[i] == _parent1[i]
|
||||
taken_values[_parent1[i]] = true;
|
||||
}
|
||||
/* second parent */
|
||||
unsigned int i = _point1+1;
|
||||
unsigned int j = 0;
|
||||
while (i<_point2 && j<_parent2.size())
|
||||
/* second parent */
|
||||
unsigned int i = _point1+1;
|
||||
unsigned int j = 0;
|
||||
while (i<_point2 && j<_parent2.size())
|
||||
{
|
||||
if (! taken_values[_parent2[j]])
|
||||
if (! taken_values[_parent2[j]])
|
||||
{
|
||||
result[i] = _parent2[j];
|
||||
i++;
|
||||
result[i] = _parent2[j];
|
||||
i++;
|
||||
}
|
||||
j++;
|
||||
j++;
|
||||
}
|
||||
return result;
|
||||
return result;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopOpCrossoverQuad.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -45,8 +45,8 @@
|
|||
* Quadratic crossover operator for flow-shop (modify the both genotypes)
|
||||
*/
|
||||
class FlowShopOpCrossoverQuad : public eoQuadOp < FlowShop >
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* the class name (used to display statistics)
|
||||
|
|
@ -62,7 +62,7 @@ public:
|
|||
bool operator()(FlowShop & _flowshop1, FlowShop & _flowshop2);
|
||||
|
||||
|
||||
private:
|
||||
private:
|
||||
|
||||
/**
|
||||
* generation of an offspring by a 2 points crossover
|
||||
|
|
@ -73,6 +73,6 @@ private:
|
|||
*/
|
||||
FlowShop generateOffspring(const FlowShop & _parent1, const FlowShop & _parent2, unsigned int _point1, unsigned int _point2);
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPOPCROSSOVERQUAD_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopOpMutationExchange.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -39,37 +39,38 @@
|
|||
|
||||
|
||||
std::string FlowShopOpMutationExchange::className() const
|
||||
{
|
||||
{
|
||||
return "FlowShopOpMutationExchange";
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
bool FlowShopOpMutationExchange::operator()(FlowShop & _flowshop)
|
||||
{
|
||||
bool isModified;
|
||||
FlowShop result = _flowshop;
|
||||
// computation of the 2 random points
|
||||
unsigned int point1, point2;
|
||||
do
|
||||
bool isModified;
|
||||
FlowShop result = _flowshop;
|
||||
// computation of the 2 random points
|
||||
unsigned int point1, point2;
|
||||
do
|
||||
{
|
||||
point1 = rng.random(result.size());
|
||||
point2 = rng.random(result.size());
|
||||
} while (point1 == point2);
|
||||
// swap
|
||||
std::swap (result[point1], result[point2]);
|
||||
// update (if necessary)
|
||||
if (result != _flowshop)
|
||||
{
|
||||
// update
|
||||
_flowshop.value(result);
|
||||
// the genotype has been modified
|
||||
isModified = true;
|
||||
point1 = rng.random(result.size());
|
||||
point2 = rng.random(result.size());
|
||||
}
|
||||
else
|
||||
while (point1 == point2);
|
||||
// swap
|
||||
std::swap (result[point1], result[point2]);
|
||||
// update (if necessary)
|
||||
if (result != _flowshop)
|
||||
{
|
||||
// the genotype has not been modified
|
||||
isModified = false;
|
||||
// update
|
||||
_flowshop.value(result);
|
||||
// the genotype has been modified
|
||||
isModified = true;
|
||||
}
|
||||
// return 'true' if the genotype has been modified
|
||||
return isModified;
|
||||
else
|
||||
{
|
||||
// the genotype has not been modified
|
||||
isModified = false;
|
||||
}
|
||||
// return 'true' if the genotype has been modified
|
||||
return isModified;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopOpMutationExchange.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -45,8 +45,8 @@
|
|||
* Exchange mutation operator for the flow-shop
|
||||
*/
|
||||
class FlowShopOpMutationExchange : public eoMonOp<FlowShop>
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* the class name (used to display statistics)
|
||||
|
|
@ -60,6 +60,6 @@ public:
|
|||
*/
|
||||
bool operator()(FlowShop & _flowshop);
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPOPMUTATIONEXCHANGE_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopOpMutationShift.cpp>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -39,47 +39,48 @@
|
|||
|
||||
|
||||
std::string FlowShopOpMutationShift::className() const
|
||||
{
|
||||
{
|
||||
return "FlowShopOpMutationShift";
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
bool FlowShopOpMutationShift::operator()(FlowShop & _flowshop)
|
||||
{
|
||||
bool isModified;
|
||||
int direction;
|
||||
unsigned int tmp;
|
||||
FlowShop result = _flowshop;
|
||||
// computation of the 2 random points
|
||||
unsigned int point1, point2;
|
||||
do
|
||||
bool isModified;
|
||||
int direction;
|
||||
unsigned int tmp;
|
||||
FlowShop result = _flowshop;
|
||||
// computation of the 2 random points
|
||||
unsigned int point1, point2;
|
||||
do
|
||||
{
|
||||
point1 = rng.random(result.size());
|
||||
point2 = rng.random(result.size());
|
||||
} while (point1 == point2);
|
||||
// direction
|
||||
if (point1 < point2)
|
||||
direction = 1;
|
||||
else
|
||||
direction = -1;
|
||||
// mutation
|
||||
tmp = result[point1];
|
||||
for (unsigned int i=point1 ; i!=point2 ; i+=direction)
|
||||
result[i] = result[i+direction];
|
||||
result[point2] = tmp;
|
||||
// update (if necessary)
|
||||
if (result != _flowshop)
|
||||
{
|
||||
// update
|
||||
_flowshop.value(result);
|
||||
// the genotype has been modified
|
||||
isModified = true;
|
||||
point1 = rng.random(result.size());
|
||||
point2 = rng.random(result.size());
|
||||
}
|
||||
else
|
||||
while (point1 == point2);
|
||||
// direction
|
||||
if (point1 < point2)
|
||||
direction = 1;
|
||||
else
|
||||
direction = -1;
|
||||
// mutation
|
||||
tmp = result[point1];
|
||||
for (unsigned int i=point1 ; i!=point2 ; i+=direction)
|
||||
result[i] = result[i+direction];
|
||||
result[point2] = tmp;
|
||||
// update (if necessary)
|
||||
if (result != _flowshop)
|
||||
{
|
||||
// the genotype has not been modified
|
||||
isModified = false;
|
||||
// update
|
||||
_flowshop.value(result);
|
||||
// the genotype has been modified
|
||||
isModified = true;
|
||||
}
|
||||
// return 'true' if the genotype has been modified
|
||||
return isModified;
|
||||
else
|
||||
{
|
||||
// the genotype has not been modified
|
||||
isModified = false;
|
||||
}
|
||||
// return 'true' if the genotype has been modified
|
||||
return isModified;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <FlowShopOpMutationShift.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -45,8 +45,8 @@
|
|||
* Shift mutation operator for flow-shop
|
||||
*/
|
||||
class FlowShopOpMutationShift : public eoMonOp < FlowShop >
|
||||
{
|
||||
public:
|
||||
{
|
||||
public:
|
||||
|
||||
/**
|
||||
* the class name (used to display statistics)
|
||||
|
|
@ -60,6 +60,6 @@ public:
|
|||
*/
|
||||
bool operator()(FlowShop & _flowshop);
|
||||
|
||||
};
|
||||
};
|
||||
|
||||
#endif /*FLOWSHOPOPMUTATIONSHIFT_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <make_eval_FlowShop.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -53,28 +53,29 @@
|
|||
*/
|
||||
eoEvalFuncCounter<FlowShop> & do_make_eval(eoParser& _parser, eoState& _state)
|
||||
{
|
||||
// benchmark file name
|
||||
std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", true).value();
|
||||
if (benchmarkFileName == "") {
|
||||
std::string stmp = "*** Missing name of the benchmark file\n";
|
||||
stmp += " Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
|
||||
stmp += " Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
|
||||
throw std::runtime_error(stmp.c_str());
|
||||
// benchmark file name
|
||||
std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks)", 'B',"Representation", true).value();
|
||||
if (benchmarkFileName == "")
|
||||
{
|
||||
std::string stmp = "*** Missing name of the benchmark file\n";
|
||||
stmp += " Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
|
||||
stmp += " Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
|
||||
throw std::runtime_error(stmp.c_str());
|
||||
}
|
||||
// reading of the parameters contained in the benchmark file
|
||||
FlowShopBenchmarkParser fParser(benchmarkFileName);
|
||||
unsigned int M = fParser.getM();
|
||||
unsigned int N = fParser.getN();
|
||||
std::vector< std::vector<unsigned int> > p = fParser.getP();
|
||||
std::vector<unsigned int> d = fParser.getD();
|
||||
// build of the initializer (a pointer, stored in the eoState)
|
||||
FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
|
||||
// turn that object into an evaluation counter
|
||||
eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
|
||||
// store in state
|
||||
_state.storeFunctor(eval);
|
||||
// and return a reference
|
||||
return *eval;
|
||||
// reading of the parameters contained in the benchmark file
|
||||
FlowShopBenchmarkParser fParser(benchmarkFileName);
|
||||
unsigned int M = fParser.getM();
|
||||
unsigned int N = fParser.getN();
|
||||
std::vector< std::vector<unsigned int> > p = fParser.getP();
|
||||
std::vector<unsigned int> d = fParser.getD();
|
||||
// build of the initializer (a pointer, stored in the eoState)
|
||||
FlowShopEval* plainEval = new FlowShopEval(M, N, p, d);
|
||||
// turn that object into an evaluation counter
|
||||
eoEvalFuncCounter<FlowShop>* eval = new eoEvalFuncCounter<FlowShop> (* plainEval);
|
||||
// store in state
|
||||
_state.storeFunctor(eval);
|
||||
// and return a reference
|
||||
return *eval;
|
||||
}
|
||||
|
||||
#endif /*MAKE_EVAL_FLOWSHOP_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <make_genotype_FlowShop.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -51,23 +51,24 @@
|
|||
*/
|
||||
eoInit<FlowShop> & do_make_genotype(eoParser& _parser, eoState& _state)
|
||||
{
|
||||
// benchmark file name
|
||||
std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", true).value();
|
||||
if (benchmarkFileName == "") {
|
||||
std::string stmp = "*** Missing name of the benchmark file\n";
|
||||
stmp += " Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
|
||||
stmp += " Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
|
||||
throw std::runtime_error(stmp.c_str());
|
||||
// benchmark file name
|
||||
std::string benchmarkFileName = _parser.getORcreateParam(std::string(), "BenchmarkFile", "Benchmark file name (benchmarks are available at www.lifl.fr/~liefooga/benchmarks/)", 'B',"Representation", true).value();
|
||||
if (benchmarkFileName == "")
|
||||
{
|
||||
std::string stmp = "*** Missing name of the benchmark file\n";
|
||||
stmp += " Type '-B=the_benchmark_file_name' or '--BenchmarkFile=the_benchmark_file_name'\n";
|
||||
stmp += " Benchmarks files are available at www.lifl.fr/~liefooga/benchmarks";
|
||||
throw std::runtime_error(stmp.c_str());
|
||||
}
|
||||
// reading of number of jobs to schedule contained in the benchmark file
|
||||
FlowShopBenchmarkParser fParser(benchmarkFileName);
|
||||
unsigned int N = fParser.getN();
|
||||
// build of the initializer (a pointer, stored in the eoState)
|
||||
eoInit<FlowShop>* init = new FlowShopInit(N);
|
||||
// store in state
|
||||
_state.storeFunctor(init);
|
||||
// and return a reference
|
||||
return *init;
|
||||
// reading of number of jobs to schedule contained in the benchmark file
|
||||
FlowShopBenchmarkParser fParser(benchmarkFileName);
|
||||
unsigned int N = fParser.getN();
|
||||
// build of the initializer (a pointer, stored in the eoState)
|
||||
eoInit<FlowShop>* init = new FlowShopInit(N);
|
||||
// store in state
|
||||
_state.storeFunctor(init);
|
||||
// and return a reference
|
||||
return *init;
|
||||
}
|
||||
|
||||
#endif /*MAKE_GENOTYPE_FLOWSHOP_H_*/
|
||||
|
|
|
|||
|
|
@ -1,4 +1,4 @@
|
|||
/*
|
||||
/*
|
||||
* <make_op_FlowShop.h>
|
||||
* Copyright (C) DOLPHIN Project-Team, INRIA Futurs, 2006-2007
|
||||
* (C) OPAC Team, LIFL, 2002-2007
|
||||
|
|
@ -57,76 +57,76 @@
|
|||
eoGenOp<FlowShop> & do_make_op(eoParameterLoader& _parser, eoState& _state)
|
||||
{
|
||||
|
||||
/////////////////////////////
|
||||
// Variation operators
|
||||
////////////////////////////
|
||||
/////////////////////////////
|
||||
// Variation operators
|
||||
////////////////////////////
|
||||
|
||||
// the crossover
|
||||
////////////////
|
||||
// the crossover
|
||||
////////////////
|
||||
|
||||
// a first crossover
|
||||
eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
|
||||
// store in the state
|
||||
_state.storeFunctor(cross);
|
||||
// a first crossover
|
||||
eoQuadOp<FlowShop> *cross = new FlowShopOpCrossoverQuad;
|
||||
// store in the state
|
||||
_state.storeFunctor(cross);
|
||||
|
||||
// relative rate in the combination
|
||||
double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
|
||||
// creation of the combined operator with this one
|
||||
eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
|
||||
// store in the state
|
||||
_state.storeFunctor(propXover);
|
||||
// relative rate in the combination
|
||||
double cross1Rate = _parser.createParam(1.0, "crossRate", "Relative rate for the only crossover", 0, "Variation Operators").value();
|
||||
// creation of the combined operator with this one
|
||||
eoPropCombinedQuadOp<FlowShop> *propXover = new eoPropCombinedQuadOp<FlowShop>(*cross, cross1Rate);
|
||||
// store in the state
|
||||
_state.storeFunctor(propXover);
|
||||
|
||||
|
||||
// the mutation
|
||||
///////////////
|
||||
// the mutation
|
||||
///////////////
|
||||
|
||||
// a first mutation : the shift mutation
|
||||
eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
|
||||
_state.storeFunctor(mut);
|
||||
// its relative rate in the combination
|
||||
double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
|
||||
// creation of the combined operator with this one
|
||||
eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
|
||||
_state.storeFunctor(propMutation);
|
||||
// a first mutation : the shift mutation
|
||||
eoMonOp<FlowShop> *mut = new FlowShopOpMutationShift;
|
||||
_state.storeFunctor(mut);
|
||||
// its relative rate in the combination
|
||||
double mut1Rate = _parser.createParam(0.5, "shiftMutRate", "Relative rate for shift mutation", 0, "Variation Operators").value();
|
||||
// creation of the combined operator with this one
|
||||
eoPropCombinedMonOp<FlowShop> *propMutation = new eoPropCombinedMonOp<FlowShop>(*mut, mut1Rate);
|
||||
_state.storeFunctor(propMutation);
|
||||
|
||||
// a second mutation : the exchange mutation
|
||||
mut = new FlowShopOpMutationExchange;
|
||||
_state.storeFunctor(mut);
|
||||
// its relative rate in the combination
|
||||
double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
|
||||
// addition of this one to the combined operator
|
||||
propMutation -> add(*mut, mut2Rate);
|
||||
// a second mutation : the exchange mutation
|
||||
mut = new FlowShopOpMutationExchange;
|
||||
_state.storeFunctor(mut);
|
||||
// its relative rate in the combination
|
||||
double mut2Rate = _parser.createParam(0.5, "exchangeMutRate", "Relative rate for exchange mutation", 0, "Variation Operators").value();
|
||||
// addition of this one to the combined operator
|
||||
propMutation -> add(*mut, mut2Rate);
|
||||
|
||||
// end of crossover and mutation definitions
|
||||
////////////////////////////////////////////
|
||||
// end of crossover and mutation definitions
|
||||
////////////////////////////////////////////
|
||||
|
||||
// First read the individual level parameters
|
||||
eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
|
||||
// minimum check
|
||||
if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
|
||||
throw std::runtime_error("Invalid pCross");
|
||||
// First read the individual level parameters
|
||||
eoValueParam<double>& pCrossParam = _parser.createParam(0.25, "pCross", "Probability of Crossover", 'c', "Variation Operators" );
|
||||
// minimum check
|
||||
if ( (pCrossParam.value() < 0) || (pCrossParam.value() > 1) )
|
||||
throw std::runtime_error("Invalid pCross");
|
||||
|
||||
eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
|
||||
// minimum check
|
||||
if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
|
||||
throw std::runtime_error("Invalid pMut");
|
||||
eoValueParam<double>& pMutParam = _parser.createParam(0.35, "pMut", "Probability of Mutation", 'm', "Variation Operators" );
|
||||
// minimum check
|
||||
if ( (pMutParam.value() < 0) || (pMutParam.value() > 1) )
|
||||
throw std::runtime_error("Invalid pMut");
|
||||
|
||||
// the crossover - with probability pCross
|
||||
eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
|
||||
_state.storeFunctor(propOp);
|
||||
eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
|
||||
_state.storeFunctor(ptQuad);
|
||||
propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
|
||||
propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
|
||||
// the crossover - with probability pCross
|
||||
eoProportionalOp<FlowShop> * propOp = new eoProportionalOp<FlowShop> ;
|
||||
_state.storeFunctor(propOp);
|
||||
eoQuadOp<FlowShop> *ptQuad = new eoQuadCloneOp<FlowShop>;
|
||||
_state.storeFunctor(ptQuad);
|
||||
propOp -> add(*propXover, pCrossParam.value()); // crossover, with proba pcross
|
||||
propOp -> add(*ptQuad, 1-pCrossParam.value()); // nothing, with proba 1-pcross
|
||||
|
||||
// now the sequential
|
||||
eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
|
||||
_state.storeFunctor(op);
|
||||
op -> add(*propOp, 1.0); // always do combined crossover
|
||||
op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
|
||||
// now the sequential
|
||||
eoSequentialOp<FlowShop> *op = new eoSequentialOp<FlowShop>;
|
||||
_state.storeFunctor(op);
|
||||
op -> add(*propOp, 1.0); // always do combined crossover
|
||||
op -> add(*propMutation, pMutParam.value()); // then mutation, with proba pmut
|
||||
|
||||
// return a reference
|
||||
return *op;
|
||||
// return a reference
|
||||
return *op;
|
||||
}
|
||||
|
||||
#endif /*MAKE_OP_FLOWSHOP_H_*/
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue