Implements the Particle Swarm Optimization algorithm. More...

Inheritance diagram for ParticleSwarm:

Public Member Functions
	ParticleSwarm (const ExperimentConfig &config, double c1, double c2, int popSize)
std::vector< double >	optimize () override
	Executes the Differential Evolution optimization process.
Public Member Functions inherited from Optimizer
	Optimizer (std::shared_ptr< SolutionBuilder > solutionBuilder, std::shared_ptr< Problem > problem, int maxIterations)
	Constructs an Optimizer.
virtual	~Optimizer ()=default
	Virtual destructor for safe polymorphic deletion.
double	getBestFitness ()
std::vector< double > &	getBestSolution ()
std::vector< double > &	getBestFitnesses ()
std::vector< std::vector< double > > &	getSolutions ()
int	getMaxIterations ()
std::shared_ptr< Problem >	getProblem ()
std::shared_ptr< SolutionBuilder >	getSolutionBuilder ()

Additional Inherited Members
Protected Attributes inherited from Optimizer
std::shared_ptr< Problem >	problem
	Optimization problem definition.
std::shared_ptr< SolutionBuilder >	solutionBuilder
	Solution generation utility.
int	maxIterations
	Maximum number of iterations.
std::vector< double >	bestSolution
	Best solution found.
std::vector< double >	bestFitnesses
	Best fitness value so far per iteration.
std::vector< std::vector< double > >	solutions
	All generated solutions.

Detailed Description

Implements the Particle Swarm Optimization algorithm.

This optimizer simulates a swarm of particles moving in the search space, updating velocities and positions based on personal and global bests.

Member Function Documentation

std::vector< double > ParticleSwarm::optimize ( )

overridevirtual

Executes the Differential Evolution optimization process.

Implements Optimizer.

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