internal void AddPair(ClusterPair pair)
{
//mutex.WaitOne();
pairs.Add(pair);
//mutex.ReleaseMutex();
}
public void Cluster2()
{
ClusterPairs pairs = new ClusterPairs();
for(int x=0; x< clusters.Count; ++x)
//Parallel.For(0, clusters.Count, x =>
{
for (int y = x + 1; y < clusters.Count; y++)
{
if (clusters[x] == clusters[y])
continue;
ClusterPair pair = new ClusterPair(clusters[x], clusters[y], clusters[x].GetDistance(clusters[y], DistanceMatrix));
pairs.AddPair(pair);
}
}//);
long timeStart = DateTime.Now.Ticks;
while (clusters.Count > 1)
{
long time = DateTime.Now.Ticks - timeStart;
timeStart = DateTime.Now.Ticks;
System.Diagnostics.Debug.Print(String.Format("{0}, {1}", clusters.Count, TimeSpan.FromTicks(time).TotalMilliseconds));
// a) Merge: Create a new cluster and add the elements of the two old clusters
ClusterPair lowestDistancePair = pairs.LowestDistancePair;
Cluster newCluster = new Cluster(lowestDistancePair.Cluster1, lowestDistancePair.Cluster2);
//newCluster.AddElements(lowestDistancePair.Cluster1.GetElements());
//newCluster.AddElements(lowestDistancePair.Cluster2.GetElements());
// b)Remove the two old clusters from clusters
clusters.Remove(lowestDistancePair.Cluster1);
clusters.Remove(lowestDistancePair.Cluster2);
// c) Remove the two old clusters from pairs
pairs.RemovePairsByOldClusters(lowestDistancePair.Cluster1, lowestDistancePair.Cluster2);
// d) Calculate the distance of the new cluster to all other clusters and save each as pair
for (int x = 0; x < clusters.Count; ++x )
//Parallel.For(0, clusters.Count, x =>
{
ClusterPair pair = new ClusterPair(clusters[x], newCluster, clusters[x].GetDistance(newCluster, DistanceMatrix));
pairs.AddPair(pair);
}//);
// e) Add the new cluster to clusters
clusters.Add(newCluster);
}
}