public ChartPointPredition PredictNextSpecified(string product, List <ChartPoint> LCPoints, List <ChartPoint> LCPointsToCompare, TimeFrame TFrame, int iRound, double[] IASymiliarities)
{
List <DateTime> LDTSetTime = (from CP in LCPoints select CP.Time).ToList();
List <List <double> > LLDSets = new List <List <double> >();
List <List <double> > LLDSetsToCampare = new List <List <double> >();
int iDeep = IASymiliarities.Length;
//int[] IADeeps = new int[4] { iDeep, iDeep, iDeep, iDeep };
LLDSets.Add((from CP in LCPoints select Math.Round(CP.Raise, iRound)).ToList());
LLDSets.Add((from CP in LCPoints select Math.Round(CP.Fall, iRound)).ToList());
LLDSets.Add((from CP in LCPoints select Math.Round(CP.Peak, iRound)).ToList());
LLDSets.Add((from CP in LCPoints select Math.Round(CP.Base, iRound)).ToList());
LLDSetsToCampare.Add((from CP in LCPointsToCompare select Math.Round(CP.Raise, iRound)).ToList());
LLDSetsToCampare.Add((from CP in LCPointsToCompare select Math.Round(CP.Fall, iRound)).ToList());
LLDSetsToCampare.Add((from CP in LCPointsToCompare select Math.Round(CP.Peak, iRound)).ToList());
LLDSetsToCampare.Add((from CP in LCPointsToCompare select Math.Round(CP.Base, iRound)).ToList());
ConcurrentDictionary <int, List <int> > CDILIMatches = new ConcurrentDictionary <int, List <int> >();
List <Thread> LThread = new List <Thread>();
/*for (int i = 0; i < LLDSetsToCampare.Count; i++)
* this.AddPredictionSpecified(LLDSets, LLDSetsToCampare, i, ref CDILIMatches, LDTSetTime, IASymiliarities, TFrame);*/
LThread.Add(new Thread(() => AddPredictionSpecified(LLDSets, LLDSetsToCampare, 0, ref CDILIMatches, LDTSetTime, IASymiliarities, TFrame)));
LThread.Add(new Thread(() => AddPredictionSpecified(LLDSets, LLDSetsToCampare, 1, ref CDILIMatches, LDTSetTime, IASymiliarities, TFrame)));
LThread.Add(new Thread(() => AddPredictionSpecified(LLDSets, LLDSetsToCampare, 2, ref CDILIMatches, LDTSetTime, IASymiliarities, TFrame)));
LThread.Add(new Thread(() => AddPredictionSpecified(LLDSets, LLDSetsToCampare, 3, ref CDILIMatches, LDTSetTime, IASymiliarities, TFrame)));
foreach (Thread Thrd in LThread)
{
Thrd.Priority = ThreadPriority.Highest;
Thrd.Start();
}
foreach (Thread Thrd in LThread)
{
Thrd.Join();
}
return(new ChartPointPredition(CDILIMatches, LLDSets, TFrame, product, LCPointsToCompare[0]));
}
public ChartPointsPredition PredictNextSpecified(string product, List <ChartPoint> LCPoints, List <ChartPoint> LCPointsToCompare, TimeFrame TFrame, int iRound, int iMinMatches, double dMinResolution, int ahead, double[] DAWeightFactors)
{
List <DateTime> LDTSetTime = (from CP in LCPoints select CP.Time).ToList();
double[][] DJSets = new double[5][];
int iDeep = LCPointsToCompare.Count;
int iSetCount = LCPoints.Count;
LCPointsToCompare = LCPointsToCompare.OrderByDescending(CP => CP.Time).ToList();
for (int id = 0; id < DJSets.Length; id++)
{
DJSets[id] = new double[iSetCount];
for (int i = 0; i < LCPoints.Count; i++)
{
DJSets[id][i] = LCPoints[i].GetParam(id, iRound);
}
}
//DateTime DTStart = DateTime.Now;
ConcurrentDictionary <int, List <double> > CDILDMatches = new ConcurrentDictionary <int, List <double> >();
List <Thread> LThread = new List <Thread>();
LThread.Add(new Thread(() => AddPredictionSpecified(DJSets[0], LCPointsToCompare, 0, ref CDILDMatches, LDTSetTime, TFrame, ahead, DAWeightFactors, iRound)));
/* LThread.Add(new Thread(() => AddPredictionSpecified(DJSets[1], LCPointsToCompare, 1, ref CDILDMatches, LDTSetTime, TFrame, ahead, DAWeightFactors, iRound)));
* LThread.Add(new Thread(() => AddPredictionSpecified(DJSets[2], LCPointsToCompare, 2, ref CDILDMatches, LDTSetTime, TFrame, ahead, DAWeightFactors, iRound)));
* LThread.Add(new Thread(() => AddPredictionSpecified(DJSets[3], LCPointsToCompare, 3, ref CDILDMatches, LDTSetTime, TFrame, ahead, DAWeightFactors, iRound)));
*/
foreach (Thread Thrd in LThread)
{
Thrd.Priority = ThreadPriority.Lowest; Thrd.Start();
}
foreach (Thread Thrd in LThread)
{
Thrd.Join();
}
int iCDILDMCount = CDILDMatches[0].Count;
List <int> LISMatches = new List <int>();
List <double> LDSimilarities = new List <double>();
double dSimil = 50;
List <int> LIMatches = new List <int>();
for (int i = 0; i < iCDILDMCount; i++)
{
double dSimilarity = Math.Min(CDILDMatches[0][i], CDILDMatches[1][i]); //(CDILDMatches[0][i] * CDILDMatches[1][i] * CDILDMatches[2][i] * CDILDMatches[3][i]) / Math.Pow(100,4-1);
dSimilarity = Math.Min(dSimilarity, CDILDMatches[2][i]);
dSimilarity = Math.Min(dSimilarity, CDILDMatches[3][i]);
if (dSimilarity > dSimil) // && this.CompareTendency(LCPoints, LCPointsToCompare, i, dSimil))
{
LIMatches.Add(i);
LDSimilarities.Add(dSimilarity);
i += iDeep - 1;
}
}
// DateTime DTStop = DateTime.Now; double dMS = (DTStop - DTStart).TotalMilliseconds; double dDisplay = 1 + dMS;//return new ChartPointsPredition(LISMatches, DJSets, TFrame, product, LCPointsToCompare[0], iDeep, ahead, LDSimilarities);
return(new ChartPointsPredition(LIMatches, DJSets, TFrame, product, LCPointsToCompare[0], iDeep, ahead, LDSimilarities));
}