ParticleSwarmOptimizationAlgorithm< DataProvider > Class Template Reference

#include <ParticelSwarmOptimization.hxx>

Public Member Functions
	ParticleSwarmOptimizationAlgorithm (DataProvider &rDataProvider, size_t nNumOfParticles)
std::vector< double > const &	getResult ()
int	getGeneration ()
int	getLastChange ()
void	initialize ()
bool	next ()

Private Attributes
DataProvider &	mrDataProvider
size_t	mnNumOfParticles
std::vector< Particle >	maSwarm
std::random_device	maRandomDevice
std::mt19937	maGenerator
size_t	mnDimensionality
std::uniform_real_distribution	maRandom01
std::vector< double >	maBestPosition
double	mfBestFitness
int	mnGeneration
int	mnLastChange

Static Private Attributes
static constexpr double	constWeight = 0.729
static constexpr double	c1 = 1.49445
static constexpr double	c2 = 1.49445
static constexpr double	constAcceptedPrecision = 0.000000001

Detailed Description

template<typename DataProvider>
class ParticleSwarmOptimizationAlgorithm< DataProvider >

Definition at line 37 of file ParticelSwarmOptimization.hxx.

Constructor & Destructor Documentation

ParticleSwarmOptimizationAlgorithm()

template<typename DataProvider >

ParticleSwarmOptimizationAlgorithm< DataProvider >::ParticleSwarmOptimizationAlgorithm ( DataProvider &  rDataProvider, size_t  nNumOfParticles  )

inline

Definition at line 67 of file ParticelSwarmOptimization.hxx.

Member Function Documentation

getGeneration()

template<typename DataProvider >

int ParticleSwarmOptimizationAlgorithm< DataProvider >::getGeneration ( )

inline

Definition at line 82 of file ParticelSwarmOptimization.hxx.

References ParticleSwarmOptimizationAlgorithm< DataProvider >::mnGeneration.

getLastChange()

template<typename DataProvider >

int ParticleSwarmOptimizationAlgorithm< DataProvider >::getLastChange ( )

inline

Definition at line 84 of file ParticelSwarmOptimization.hxx.

References ParticleSwarmOptimizationAlgorithm< DataProvider >::mnLastChange.

getResult()

template<typename DataProvider >

std::vector< double > const & ParticleSwarmOptimizationAlgorithm< DataProvider >::getResult ( )

inline

Definition at line 80 of file ParticelSwarmOptimization.hxx.

References ParticleSwarmOptimizationAlgorithm< DataProvider >::maBestPosition.

initialize()

template<typename DataProvider >

void ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize ( )

inline

Definition at line 86 of file ParticelSwarmOptimization.hxx.

References i, ParticleSwarmOptimizationAlgorithm< DataProvider >::maBestPosition, ParticleSwarmOptimizationAlgorithm< DataProvider >::maGenerator, ParticleSwarmOptimizationAlgorithm< DataProvider >::maSwarm, Particle::mBestFitness, Particle::mBestPosition, Particle::mCurrentFitness, ParticleSwarmOptimizationAlgorithm< DataProvider >::mfBestFitness, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnDimensionality, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnGeneration, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnLastChange, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnNumOfParticles, Particle::mPosition, ParticleSwarmOptimizationAlgorithm< DataProvider >::mrDataProvider, and Particle::mVelocity.

next()

template<typename DataProvider >

bool ParticleSwarmOptimizationAlgorithm< DataProvider >::next ( )

inline

Definition at line 128 of file ParticelSwarmOptimization.hxx.

References ParticleSwarmOptimizationAlgorithm< DataProvider >::c1, ParticleSwarmOptimizationAlgorithm< DataProvider >::c2, ParticleSwarmOptimizationAlgorithm< DataProvider >::constAcceptedPrecision, ParticleSwarmOptimizationAlgorithm< DataProvider >::constWeight, ParticleSwarmOptimizationAlgorithm< DataProvider >::maBestPosition, ParticleSwarmOptimizationAlgorithm< DataProvider >::maGenerator, ParticleSwarmOptimizationAlgorithm< DataProvider >::maRandom01, ParticleSwarmOptimizationAlgorithm< DataProvider >::maSwarm, ParticleSwarmOptimizationAlgorithm< DataProvider >::mfBestFitness, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnDimensionality, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnGeneration, ParticleSwarmOptimizationAlgorithm< DataProvider >::mnLastChange, and ParticleSwarmOptimizationAlgorithm< DataProvider >::mrDataProvider.

Member Data Documentation

c1

template<typename DataProvider >

constexpr double ParticleSwarmOptimizationAlgorithm< DataProvider >::c1 = 1.49445

staticconstexprprivate

Definition at line 43 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

c2

template<typename DataProvider >

constexpr double ParticleSwarmOptimizationAlgorithm< DataProvider >::c2 = 1.49445

staticconstexprprivate

Definition at line 45 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

constAcceptedPrecision

template<typename DataProvider >

constexpr double ParticleSwarmOptimizationAlgorithm< DataProvider >::constAcceptedPrecision = 0.000000001

staticconstexprprivate

Definition at line 47 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

constWeight

template<typename DataProvider >

constexpr double ParticleSwarmOptimizationAlgorithm< DataProvider >::constWeight = 0.729

staticconstexprprivate

Definition at line 41 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

maBestPosition

template<typename DataProvider >

std::vector<double> ParticleSwarmOptimizationAlgorithm< DataProvider >::maBestPosition

private

Definition at line 61 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::getResult(), ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

maGenerator

template<typename DataProvider >

std::mt19937 ParticleSwarmOptimizationAlgorithm< DataProvider >::maGenerator

private

Definition at line 56 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

maRandom01

template<typename DataProvider >

std::uniform_real_distribution ParticleSwarmOptimizationAlgorithm< DataProvider >::maRandom01

private

Definition at line 59 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

maRandomDevice

template<typename DataProvider >

std::random_device ParticleSwarmOptimizationAlgorithm< DataProvider >::maRandomDevice

private

Definition at line 55 of file ParticelSwarmOptimization.hxx.

maSwarm

template<typename DataProvider >

std::vector<Particle> ParticleSwarmOptimizationAlgorithm< DataProvider >::maSwarm

private

Definition at line 53 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

mfBestFitness

template<typename DataProvider >

double ParticleSwarmOptimizationAlgorithm< DataProvider >::mfBestFitness

private

Definition at line 62 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

mnDimensionality

template<typename DataProvider >

size_t ParticleSwarmOptimizationAlgorithm< DataProvider >::mnDimensionality

private

Definition at line 57 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

mnGeneration

template<typename DataProvider >

int ParticleSwarmOptimizationAlgorithm< DataProvider >::mnGeneration

private

Definition at line 63 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::getGeneration(), ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

mnLastChange

template<typename DataProvider >

int ParticleSwarmOptimizationAlgorithm< DataProvider >::mnLastChange

private

Definition at line 64 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::getLastChange(), ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

mnNumOfParticles

template<typename DataProvider >

size_t ParticleSwarmOptimizationAlgorithm< DataProvider >::mnNumOfParticles

private

Definition at line 51 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize().

mrDataProvider

template<typename DataProvider >

DataProvider& ParticleSwarmOptimizationAlgorithm< DataProvider >::mrDataProvider

private

Definition at line 49 of file ParticelSwarmOptimization.hxx.

Referenced by ParticleSwarmOptimizationAlgorithm< DataProvider >::initialize(), and ParticleSwarmOptimizationAlgorithm< DataProvider >::next().

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The documentation for this class was generated from the following file:

• ParticelSwarmOptimization.hxx