public Cubic1D(float2[] data)
{
// Sort points to go strictly from left to right.
List<float2> DataList = data.ToList();
DataList.Sort((p1, p2) => p1.X.CompareTo(p2.X));
data = DataList.ToArray();
Data = data;
Breaks = data.Select(i => i.X).ToArray();
Coefficients = new float4[data.Length - 1];
float[] h = MathHelper.Diff(data.Select(i => i.X).ToArray());
float[] del = MathHelper.Div(MathHelper.Diff(data.Select(i => i.Y).ToArray()), h);
float[] slopes = GetPCHIPSlopes(data, del);
float[] dzzdx = new float[del.Length];
for (int i = 0; i < dzzdx.Length; i++)
dzzdx[i] = (del[i] - slopes[i]) / h[i];
float[] dzdxdx = new float[del.Length];
for (int i = 0; i < dzdxdx.Length; i++)
dzdxdx[i] = (slopes[i + 1] - del[i]) / h[i];
for (int i = 0; i < Coefficients.Length; i++)
Coefficients[i] = new float4((dzdxdx[i] - dzzdx[i]) / h[i],
2f * dzzdx[i] - dzdxdx[i],
slopes[i],
data[i].Y);
}
public Cubic1D2(float2[] data)
{
Data = data;
Breaks = new[] { data[0].X, data[1].X };
Coefficients = new float4[1];
float h = data[1].X - data[0].X;
float del = (data[1].Y - data[0].Y) / h;
float[] slopes = { del, del };
float[] dzzdx = new float[1];
for (int i = 0; i < 1; i++)
dzzdx[i] = (del - slopes[i]) / h;
float[] dzdxdx = new float[1];
for (int i = 0; i < 1; i++)
dzdxdx[i] = (slopes[i + 1] - del) / h;
for (int i = 0; i < 1; i++)
Coefficients[i] = new float4((dzdxdx[i] - dzzdx[i]) / h,
2f * dzzdx[i] - dzdxdx[i],
slopes[i],
data[i].Y);
}
public Cubic1D3(float2[] data)
{
Data = data;
Breaks = new[] { data[0].X, data[1].X, data[2].X };
Coefficients = new float4[2];
float[] h = { data[1].X - data[0].X, data[2].X - data[1].X };
float[] del = { (data[1].Y - data[0].Y) / h[0], (data[2].Y - data[1].Y) / h[1] };
float[] slopes = GetPCHIPSlopes(data, del);
float[] dzzdx = new float[2];
for (int i = 0; i < 2; i++)
dzzdx[i] = (del[i] - slopes[i]) / h[i];
float[] dzdxdx = new float[2];
for (int i = 0; i < 2; i++)
dzdxdx[i] = (slopes[i + 1] - del[i]) / h[i];
for (int i = 0; i < 2; i++)
Coefficients[i] = new float4((dzdxdx[i] - dzzdx[i]) / h[i],
2f * dzzdx[i] - dzdxdx[i],
slopes[i],
data[i].Y);
}