private void DetermineClusters()
{
clusters = CreateRandomClusters();
for (int i = 0; i < iterations; i++)
{
//Resets all of the clusters
for (int c = 0; c < clusters.Length; c++)
{
clusters[c].Clear();
}
//Adds each point to their closest cluster
for (int p = 0; p < points.Length; p++)
{
Cluster closestCluster = GetClosestCluster(points[p]);
closestCluster.AddIndex(p);
}
//Repositions each cluster's centroid to the average position of all of the points under it
for (int c = 0; c < clusters.Length; c++)
{
clusters[c].RecalculateCentroid();
}
}
}