static ModelTree[] buildLevel1()
{
ModelTree[] ms = new ModelTree[10];
for (int j = 0; j < 10; j++)
{
Model m = new Model();
m.id = Global.id++;
m.len = 1000 * 10;
m.freq = 1000; //leaf node
m.error = 10;
m.type = ModelType.Explicit;
m.values = new double[10];
Random r = new Random();
for (int i = 0; i < 10; i++)
{
m.values[i] = r.Next(100);
}
//children
ms[j] = m.construct();
}
Model seasonal = SetSeasonal();
for (int j = 0; j < 10; j++)
{
ModelTree m = ms[j];
m.seasonal = seasonal;
m.children = buildLevel2();
}
return(ms);
}
public ModelTree convert(TimeSeries ts)
{
TimeSeries ts_ = new TimeSeries(ts, this);
Model m = new Model(ts_);
ModelTree t = m.construct();
t.range = this;
t.children = new ModelTree[this.children.Count];
int i = 0;
foreach (Range r in this.children)
{
t.children[i] = r.convert(ts);
i++;
}
return(t);
}
static ModelTree buildLevel0()
{
Global.id = 0;
Model m = new Model();
m.id = Global.id++;
m.len = 1000 * 10 * 100;
m.freq = 1000 * 10;
m.error = 100;
m.type = ModelType.Explicit;
m.values = new double[100];
Random r = new Random();
for (int i = 0; i < 10; i++)
{
m.values[i] = r.Next(100);
}
ModelTree t = m.construct();
t.seasonal = SetSeasonal();
t.children = buildLevel1();
return(t);
}
public RTree(ArrayList ranges, TimeSeries ts)
{
ArrayList R_j = (ArrayList)ranges[ranges.Count - 1];
root = (Range)R_j[0];
ArrayList R_i;
for (int i = ranges.Count - 1; i >= 0; i--)
{
R_i = (ArrayList)ranges[i];
foreach (Range r_i in R_i)
{
TimeSeries ts_ = new TimeSeries(ts, r_i);
Model m = new Model(ts_);
m.Clean();
m.Set();
ModelTree t = m.construct();
t.range = r_i;
t.children = null;
r_i.t = t;
}
}
for (int i = ranges.Count - 2; i >= 0; i--)
{
R_i = (ArrayList)ranges[i];
R_j = (ArrayList)ranges[i + 1];
foreach (Range r_i in R_i)
{
foreach (Range r_j in R_j)
{
if (r_j.overlap(r_i))
{
r_j.children.Add(r_i);
}
}
}
}
for (int i = ranges.Count - 2; i >= 0; i--)
{
R_i = (ArrayList)ranges[i];
R_j = (ArrayList)ranges[i + 1];
foreach (Range r_i in R_i)
{
foreach (Range r_j in R_j)
{
if (r_j.overlap(r_i))
{
if (r_j.len > r_i.len)
{
if (r_i.t.error > 1)
{
r_j.t.childs.Add(r_i.t);
r_i.t.parent = r_j.t;
}
}
}
}
}
}
//convert childs to children
for (int i = ranges.Count - 1; i >= 0; i--)
{
R_i = (ArrayList)ranges[i];
foreach (Range r_i in R_i)
{
r_i.t.convertchildstochildren();
}
}
}
