private void CreateParticleForSwarm(NeuralNetworkConfiguration configuration, double[][] dataVectors, int i)
{
var properties = new ParticleProperties(_vectorSize);
var randomPosition = InitializeRandomPosition();
var error = Error(configuration, dataVectors, randomPosition);
var particleError = new ParticleError
{
Error = error,
BestError = error
};
var randomVelocity = InitializeRandomVelocity();
Array.Copy(randomPosition, properties.Position, randomPosition.Length);
Array.Copy(randomPosition, properties.BestPosition, randomPosition.Length);
Array.Copy(randomVelocity, properties.Velocity, randomVelocity.Length);
_swarm[i] = new Particle(particleError, properties);
}
public Particle(ParticleError particleError, ParticleProperties properties)
{
_properties = properties;
_particleError = particleError;
}