added t-eoEasyPSO test

This commit is contained in:
tlegrand 2007-07-02 13:05:14 +00:00
commit 967b6b7741
3 changed files with 117 additions and 7 deletions

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@ -1,10 +1,10 @@
2006-12-04 Jochen Küpper <jochen@fhi-berlin.mpg.de>
2006-12-04 Jochen Kpper <jochen@fhi-berlin.mpg.de>
* Makefile.am: Add t-eoRNG
* t-eoRNG.cpp: Start test for random number generator.
2006-12-02 Jochen Küpper <jochen@fhi-berlin.mpg.de>
2006-12-02 Jochen Kpper <jochen@fhi-berlin.mpg.de>
* t-MGE1bit.cpp: Change float to double.
@ -14,8 +14,14 @@
* test/t-eoSymreg.cpp (SymregNode::operator()): Initialize r1 and r2 to
avoid compiler warnings.
2006-07-02 Thomas Legrand <thomas.legrand@lifl.fr>
* test/t-eoEasyPSO.cpp: add PSO test
* test/Makefile.am: add PSO test
* Local Variables:
* coding: iso-8859-1
* mode: flyspell

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@ -39,9 +39,9 @@ check_PROGRAMS = t-eoParetoFitness \
t-eoRoulette \
t-eoSharing \
t-eoCMAES \
t-eoRNG
t-eoRNG \
t-eoEasyPSO
TESTS = $(check_PROGRAMS) \
run_tests # This script can be used to check command-line arguments
@ -93,3 +93,4 @@ t_eoRoulette_SOURCES = t-eoRoulette.cpp
t_eoSharing_SOURCES = t-eoSharing.cpp
t_eoCMAES_SOURCES = t-eoCMAES.cpp
t_eoRNG_SOURCES = t-eoRNG.cpp
t_eoEasyPSO_SOURCES = t-eoEasyPSO.cpp

103
eo/test/t-eoEasyPSO.cpp Normal file
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@ -0,0 +1,103 @@
//-----------------------------------------------------------------------------
// t-eoEasyPSO.cpp
//-----------------------------------------------------------------------------
#ifndef __GNUG__
// to avoid long name warnings
#pragma warning(disable:4786)
#endif // __GNUG__
#include <eo>
//-----------------------------------------------------------------------------
typedef eoMinimizingFitness FitT;
typedef eoRealParticle < FitT > Particle;
//-----------------------------------------------------------------------------
// the objective function
double real_value (const Particle & _particle)
{
double sum = 0;
for (unsigned i = 0; i < _particle.size ()-1; i++)
sum += pow(_particle[i],2);
return (sum);
}
main()
{
const unsigned int VEC_SIZE = 2;
const unsigned int POP_SIZE = 20;
const unsigned int NEIGHBORHOOD_SIZE= 5;
unsigned i;
// the population:
eoPop<Particle> pop;
// Evaluation
eoEvalFuncPtr<Particle, double, const Particle& > eval( real_value );
// position init
eoUniformGenerator < double >uGen (-3, 3);
eoInitFixedLength < Particle > random (VEC_SIZE, uGen);
// velocity init
eoUniformGenerator < double >sGen (-2, 2);
eoVelocityInitFixedLength < Particle > veloRandom (VEC_SIZE, sGen);
// local best init
eoFirstIsBestInit < Particle > localInit;
// perform initialization
pop.append (POP_SIZE, random);
apply < Particle > (eval, pop);
apply < Particle > (veloRandom, pop);
apply < Particle > (localInit, pop);
std::cout << "population:" << std::endl;
for (i = 0; i < pop.size(); ++i)
std::cout << "\t" << pop[i] << " " << pop[i].fitness() << std::endl;
// topology
eoLinearTopology<Particle> topology(NEIGHBORHOOD_SIZE);
topology.setup(pop);
// bounds
eoRealVectorBounds bnds(VEC_SIZE,-1.5,1.5);
// velocity
eoStandardVelocity <Particle> velocity (topology,1.6,2,bnds);
// flight
eoStandardFlight <Particle> flight;
// Terminators
eoGenContinue <Particle> genCont (50);
// PS flight
eoEasyPSO<Particle> pso(genCont, eval, velocity, flight);
// flight
try
{
pso(pop);
}
catch (std::exception& e)
{
std::cout << "exception: " << e.what() << std::endl;;
exit(EXIT_FAILURE);
}
std::cout << "pop" << std::endl;
for (i = 0; i < pop.size(); ++i)
std::cout << "\t" << pop[i] << " " << pop[i].fitness() << std::endl;
return 0;
}
//-----------------------------------------------------------------------------