static List <Antibody> GetRegion(List <Antibody> antibodies, Antibody currentAntibody, double eps)
{
List <Antibody> region = new List <Antibody>();
for (int i = 0; i < antibodies.Count; i++)
{
int distSquared = Antibody.DistanceSquared(currentAntibody, antibodies[i]);
if (distSquared <= eps)
{
region.Add(antibodies[i]);
}
}
return(region);
}
// Update is called once per frame
void Update()
{
damage d = GameObject.Find("healthbar").GetComponent <damage>();
if (d.GetHealth() <= 0)
{
SceneManager.LoadScene("Menu");
}
Antibody a = GameObject.FindGameObjectWithTag("Slider").GetComponent <Antibody>();
if (a.GetTime() >= 600)
{
SceneManager.LoadScene("Menu");
}
}
public static List <List <Antibody> > GetClusters(List <Antibody> antibodies, double eps, int minPts)
{
if (antibodies == null)
{
return(null);
}
List <List <Antibody> > clusters = new List <List <Antibody> >();
eps *= eps; // square eps
int clusterID = 1;
for (int i = 0; i < antibodies.Count; i++)
{
Antibody p = antibodies[i];
if (p.ClusterID == Antibody.UNCLASSIFIED)
{
if (ExpandCluster(antibodies, p, clusterID, eps, minPts))
{
clusterID++;
}
}
}
// sort out points into their clusters, if any
int maxClusterID = antibodies.OrderBy(p => p.ClusterID).Last().ClusterID;
if (maxClusterID < 1)
{
return(clusters); // no clusters, so list is empty
}
for (int i = 0; i < maxClusterID; i++)
{
clusters.Add(new List <Antibody>());
}
foreach (Antibody p in antibodies)
{
if (p.ClusterID > 0)
{
clusters[p.ClusterID - 1].Add(p);
}
}
return(clusters);
}
static bool ExpandCluster(List <Antibody> antibodies, Antibody currentAntibody, int clusterID, double eps, int minPts)
{
List <Antibody> seeds = GetRegion(antibodies, currentAntibody, eps);
if (seeds.Count < minPts) // no core point
{
currentAntibody.ClusterID = Antibody.NOISE;
return(false);
}
else // all points in seeds are density reachable from antibody 'currentAntibody'
{
for (int i = 0; i < seeds.Count; i++)
{
seeds[i].ClusterID = clusterID;
}
seeds.Remove(currentAntibody);
while (seeds.Count > 0)
{
Antibody currentP = seeds[0];
List <Antibody> result = GetRegion(antibodies, currentP, eps);
if (result.Count >= minPts)
{
for (int i = 0; i < result.Count; i++)
{
Antibody resultAntibody = result[i];
if (resultAntibody.ClusterID == Antibody.UNCLASSIFIED || resultAntibody.ClusterID == Antibody.NOISE)
{
if (resultAntibody.ClusterID == Antibody.UNCLASSIFIED)
{
seeds.Add(resultAntibody);
}
resultAntibody.ClusterID = clusterID;
}
}
}
seeds.Remove(currentP);
}
return(true);
}
}
// Use this for initialization
void Start()
{
source = GameObject.Find("Sound Manager").GetComponent <AudioSource> ();
healthbar = GameObject.Find("healthbar").GetComponent <damage> ();
wintime = GameObject.FindGameObjectWithTag("Slider").GetComponent <Antibody> ();
}