// TODO: Determine mathematically correct centroid. This method calculates the Euclidean distance centroid and
// is an approximation of the true centroid in L1 space (Manhattan distance).
// Note. In practice this is possibly a near optimal centroid for all but small clusters.
/// <summary>
/// Calculates the centroid for the given set of points.
/// </summary>
public ConnectionGenes <double> CalculateCentroid(IEnumerable <ConnectionGenes <double> > coordList)
{
return(DistanceMetricUtils.CalculateEuclideanCentroid(coordList));
}
// TODO: Determine mathematically correct centroid. This method calculates the Euclidean distance centroid and
// is an approximation of the true centroid in L1 space (Manhattan distance).
// Note. In practice this is possibly a near optimal centroid for all but small clusters.
/// <summary>
/// Calculates the centroid for a set of points.
/// </summary>
/// <param name="pointList">The set of points.</param>
/// <returns>A new instance of <see cref="ConnectionGenes{T}"/>.</returns>
public ConnectionGenes <double> CalculateCentroid(IList <ConnectionGenes <double> > pointList)
{
return(DistanceMetricUtils.CalculateEuclideanCentroid(pointList));
}