public GeneticKMeansSpeciationStrategy(
IDistanceMetric <T> distanceMetric,
int maxKMeansIters,
IRandomSource rng)
{
_distanceMetric = distanceMetric;
_maxKMeansIters = maxKMeansIters;
_kmeansInit = new GeneticKMeansSpeciationInit <T>(distanceMetric, rng);
}
/// <summary>
/// Construct with the provided distance metric and k-means settings.
/// </summary>
/// <param name="distanceMetric">Distance metric.</param>
/// <param name="maxKMeansIters">Maximum number of k-means iterations.</param>
/// <param name="regularizationConstant">Regularization constant.</param>
public RegularizedGeneticKMeansSpeciationStrategy(
IDistanceMetric <T> distanceMetric,
int maxKMeansIters,
double regularizationConstant)
{
_distanceMetric = distanceMetric;
_maxKMeansIters = maxKMeansIters;
_regularizationConstant = regularizationConstant;
_kmeansInit = new GeneticKMeansSpeciationInit <T>(distanceMetric);
}
/// <summary>
/// Construct a new instance.
/// </summary>
/// <param name="distanceMetric">Distance metric.</param>
/// <param name="maxKMeansIters">Maximum number of k-means iterations.</param>
public GeneticKMeansSpeciationStrategy(IDistanceMetric <T> distanceMetric, int maxKMeansIters)
{
_distanceMetric = distanceMetric ?? throw new ArgumentNullException(nameof(distanceMetric));
_maxKMeansIters = maxKMeansIters;
_kmeansInit = new GeneticKMeansSpeciationInit <T>(distanceMetric);
}