public static double[] ComputeDistanceDiffusion(int originVertexIndex,
double parameterT,
Eigen eigens)
{
double[] diffusionDistance = new double[eigens.EigenVectorSize];
for (int i = 0; i < diffusionDistance.Length; i++)
{
diffusionDistance[i] = 0;
}
double optParamterT = parameterT / (2 * eigens.GetEigenValue(1));
for (int i = 1; i < eigens.Count; i++)
{
EigenPair pair = eigens.SortedEigens[i];
double eigenValue = pair.EigenValue;
List <double> eigenVector = pair.EigenVector;
for (int j = 0; j < eigenVector.Count; j++)
{
double orig = eigenVector[originVertexIndex];
double y = eigenVector[j];
double res = orig - y;
diffusionDistance[j] += Math.Exp(-2 * optParamterT * eigenValue)
* (res * res);
}
}
for (int i = 0; i < diffusionDistance.Length; i++)
{
diffusionDistance[i] = Math.Sqrt(diffusionDistance[i]);
}
return(diffusionDistance);
}
public static double[] ComputeDistanceDiffusion(int originVertexIndex,
double parameterT,
Eigen eigens)
{
double[] diffusionDistance = new double[eigens.EigenVectorSize];
for (int i = 0; i < diffusionDistance.Length; i++)
{
diffusionDistance[i] = 0;
}
double optParamterT =parameterT / (2 * eigens.GetEigenValue(1));
for (int i = 1; i < eigens.Count; i++)
{
EigenPair pair = eigens.SortedEigens[i];
double eigenValue = pair.EigenValue;
List<double> eigenVector = pair.EigenVector;
for (int j = 0; j < eigenVector.Count; j++)
{
double orig = eigenVector[originVertexIndex];
double y = eigenVector[j];
double res = orig - y;
diffusionDistance[j] += Math.Exp(-2 * optParamterT * eigenValue)
* (res * res);
}
}
for (int i = 0; i < diffusionDistance.Length; i++)
{
diffusionDistance[i] = Math.Sqrt(diffusionDistance[i]);
}
return diffusionDistance;
}
private void InitEigenValue(Eigen eigen)
{
this.dataGridViewEigenValue.Rows.Clear();
for (int i = 0; i < eigen.Count; i++)
{
this.dataGridViewEigenValue.Rows.Add(i.ToString(), eigen.GetEigenValue(i).ToString());
}
}
private void InitEigenValue(Eigen eigen)
{
this.dataGridViewEigenValue.Rows.Clear();
for (int i = 0; i < eigen.Count; i++)
{
this.dataGridViewEigenValue.Rows.Add(i.ToString(), eigen.GetEigenValue(i).ToString());
}
}