public List<patternDetected> runDetection(int debut,int interval, double[,] matriceUser, String type)
{
System.Diagnostics.Debug.Write("BEGIN RUN DETECTION\n");
List<patternDetected> patternsDetected = new List<patternDetected>();
for (int i = 0; i < 10; i++)
{
for (int j = 0; j < 10; j++)
{
if (j == 0)
{
System.Diagnostics.Debug.Write("\n");
System.Diagnostics.Debug.Write(matriceUser[i, j] + "\t");
}
else
System.Diagnostics.Debug.Write(matriceUser[i,j] + "\t");
}
}
PatternArray = this.createPatternFromUser(matriceUser);
double[] f;
double[] f2 = new double[10];
double[,] k = new double[10,2];
double[,] p;
double[,] compress3 = new double[10,2];
double[,] matrix10x10 = new double[10,10];
double inc = 0;
double pmax = 0;
double pmin = 0;
double sum = 0;
double maxGlobal = 0;
double minGlobal = 0;
for (int i = 0; i < 10; i++)
{
for (int j = 0; j < 10; j++)
{
if (j == 0)
{
System.Diagnostics.Debug.WriteLine(PatternArray[i, j]);
}
else
System.Diagnostics.Debug.Write(PatternArray[i,j]);
}
}
for (int i = debut; i < listOfDatas.Count - interval; i++)
{
maxGlobal = 0;
minGlobal = 0;
indexDebut = i;
indexFin = indexDebut + interval;
size = indexFin - indexDebut;
f = new double[size+1];
int indexBoucle = 0;
for (int l = indexDebut; l < indexFin + 1; l++)
{
f[indexBoucle] = (double)listOfDatas[l].close;
if (indexBoucle < indexFin - 1)
{
indexBoucle++;
}
}
for (int j = 0; j < 10; j++)
{
for (int m = 0; m < 10; m++)
{
matrix10x10[m, j] = 0;
}
}
for (int j = 0; j < 10; j++)
{
compress3[j,1] = 0;
compress3[j,0] = 0;
}
inc =(double) (indexFin - indexDebut) / 10;
p = new double[10, 2];
for (int j = 0; j < 10; j++)
{
p[j,1] = indexDebut + ((j+1) * inc);
p[j,0] = indexDebut + ((j) * inc);
}
for (int j = indexDebut; j < indexFin + 1; j++)
{
for (int m = 0; m < 10; m++)
{
if (j >= p[m, 0] && j <= p[m, 1])
{
if (j == indexDebut)
{
maxGlobal = listOfDatas[j].close;
minGlobal = listOfDatas[j].close;
}
if (listOfDatas[j].close > maxGlobal)
{
maxGlobal = listOfDatas[j].close;
}
if (listOfDatas[j].close < minGlobal)
{
minGlobal = listOfDatas[j].close;
}
compress3[m, 0] = compress3[m, 0] + (double)listOfDatas[j].close;
compress3[m, 1] = compress3[m, 1] + 1;
}
}
}
for (int j = 0; j < 10; j++)
{
if (compress3[j, 1] > 0)
{
f2[j] = compress3[j, 0] / compress3[j, 1];
}
}
for (int j = 0; j < 10; j++)
{
if (j == 0)
{
pmax = f2[j];
pmin = f2[j];
}
if (f2[j] > pmax)
{
pmax = f2[j];
}
if (f2[j] < pmin)
{
pmin = f2[j];
}
}
inc = (pmax - pmin) / 10;
for (int j = 0; j < 10; j++)
{
k[j, 1] = pmin + ((j+1) * inc);
if (i ==0)
System.Diagnostics.Debug.WriteLine(k[j, 1]);
k[j, 0] = pmin + ((j) * inc);
}
for (int j = 0; j < 10; j++)
{
for (int m = 0; m < 10; m++)
{
if (f2[j] >= k[m, 0] && f2[j] <= k[m, 1])
{
matrix10x10[9-m, j] = 1;
break;
}
}
}
sum = 0;
for (int j = 0; j < 10; j++)
{
for (int m = 0; m < 10; m++)
{
sum = sum + (PatternArray[j, m] * matrix10x10[j, m]);
if (i==0)
{
System.Diagnostics.Debug.Write(PatternArray[j, m] + "\t");
}
}
if(i==0)
System.Diagnostics.Debug.Write("\n");
}
if (sum > 3)
{
patternDetected pat = new patternDetected(this.listOfDatas[this.indexDebut].datehour, this.listOfDatas[this.indexFin].datehour,maxGlobal,minGlobal,interval - 1,sum,type);
patternsDetected.Add(pat);
System.Diagnostics.Debug.Write("Index Début : " + this.indexDebut + "date debut" + this.listOfDatas[this.indexDebut].datehour + " Index FIn : " + this.indexFin);
for (int rouetourne = 0; rouetourne < 10; rouetourne++)
{
System.Diagnostics.Debug.Write(f[rouetourne]);
System.Diagnostics.Debug.Write(" ");
graph.color_interval(indexDebut, indexFin);
}
System.Diagnostics.Debug.WriteLine(" ");
}
}
System.Diagnostics.Debug.Write("\nSTOP RUN DETECTION");
return patternsDetected;
}
public List <patternDetected> runDetection(int debut, int interval, double[,] matriceUser, String type)
{
System.Diagnostics.Debug.Write("BEGIN RUN DETECTION\n");
List <patternDetected> patternsDetected = new List <patternDetected>();
for (int i = 0; i < 10; i++)
{
for (int j = 0; j < 10; j++)
{
if (j == 0)
{
System.Diagnostics.Debug.Write("\n");
System.Diagnostics.Debug.Write(matriceUser[i, j] + "\t");
}
else
{
System.Diagnostics.Debug.Write(matriceUser[i, j] + "\t");
}
}
}
PatternArray = this.createPatternFromUser(matriceUser);
double[] f;
double[] f2 = new double[10];
double[,] k = new double[10, 2];
double[,] p;
double[,] compress3 = new double[10, 2];
double[,] matrix10x10 = new double[10, 10];
double inc = 0;
double pmax = 0;
double pmin = 0;
double sum = 0;
double maxGlobal = 0;
double minGlobal = 0;
for (int i = 0; i < 10; i++)
{
for (int j = 0; j < 10; j++)
{
if (j == 0)
{
System.Diagnostics.Debug.WriteLine(PatternArray[i, j]);
}
else
{
System.Diagnostics.Debug.Write(PatternArray[i, j]);
}
}
}
for (int i = debut; i < listOfDatas.Count - interval; i++)
{
maxGlobal = 0;
minGlobal = 0;
indexDebut = i;
indexFin = indexDebut + interval;
size = indexFin - indexDebut;
f = new double[size + 1];
int indexBoucle = 0;
for (int l = indexDebut; l < indexFin + 1; l++)
{
f[indexBoucle] = (double)listOfDatas[l].close;
if (indexBoucle < indexFin - 1)
{
indexBoucle++;
}
}
for (int j = 0; j < 10; j++)
{
for (int m = 0; m < 10; m++)
{
matrix10x10[m, j] = 0;
}
}
for (int j = 0; j < 10; j++)
{
compress3[j, 1] = 0;
compress3[j, 0] = 0;
}
inc = (double)(indexFin - indexDebut) / 10;
p = new double[10, 2];
for (int j = 0; j < 10; j++)
{
p[j, 1] = indexDebut + ((j + 1) * inc);
p[j, 0] = indexDebut + ((j) * inc);
}
for (int j = indexDebut; j < indexFin + 1; j++)
{
for (int m = 0; m < 10; m++)
{
if (j >= p[m, 0] && j <= p[m, 1])
{
if (j == indexDebut)
{
maxGlobal = listOfDatas[j].close;
minGlobal = listOfDatas[j].close;
}
if (listOfDatas[j].close > maxGlobal)
{
maxGlobal = listOfDatas[j].close;
}
if (listOfDatas[j].close < minGlobal)
{
minGlobal = listOfDatas[j].close;
}
compress3[m, 0] = compress3[m, 0] + (double)listOfDatas[j].close;
compress3[m, 1] = compress3[m, 1] + 1;
}
}
}
for (int j = 0; j < 10; j++)
{
if (compress3[j, 1] > 0)
{
f2[j] = compress3[j, 0] / compress3[j, 1];
}
}
for (int j = 0; j < 10; j++)
{
if (j == 0)
{
pmax = f2[j];
pmin = f2[j];
}
if (f2[j] > pmax)
{
pmax = f2[j];
}
if (f2[j] < pmin)
{
pmin = f2[j];
}
}
inc = (pmax - pmin) / 10;
for (int j = 0; j < 10; j++)
{
k[j, 1] = pmin + ((j + 1) * inc);
if (i == 0)
{
System.Diagnostics.Debug.WriteLine(k[j, 1]);
}
k[j, 0] = pmin + ((j) * inc);
}
for (int j = 0; j < 10; j++)
{
for (int m = 0; m < 10; m++)
{
if (f2[j] >= k[m, 0] && f2[j] <= k[m, 1])
{
matrix10x10[9 - m, j] = 1;
break;
}
}
}
sum = 0;
for (int j = 0; j < 10; j++)
{
for (int m = 0; m < 10; m++)
{
sum = sum + (PatternArray[j, m] * matrix10x10[j, m]);
if (i == 0)
{
System.Diagnostics.Debug.Write(PatternArray[j, m] + "\t");
}
}
if (i == 0)
{
System.Diagnostics.Debug.Write("\n");
}
}
if (sum > 3)
{
patternDetected pat = new patternDetected(this.listOfDatas[this.indexDebut].datehour, this.listOfDatas[this.indexFin].datehour, maxGlobal, minGlobal, interval - 1, sum, type);
patternsDetected.Add(pat);
System.Diagnostics.Debug.Write("Index Début : " + this.indexDebut + "date debut" + this.listOfDatas[this.indexDebut].datehour + " Index FIn : " + this.indexFin);
for (int rouetourne = 0; rouetourne < 10; rouetourne++)
{
System.Diagnostics.Debug.Write(f[rouetourne]);
System.Diagnostics.Debug.Write(" ");
graph.color_interval(indexDebut, indexFin);
}
System.Diagnostics.Debug.WriteLine(" ");
}
}
System.Diagnostics.Debug.Write("\nSTOP RUN DETECTION");
return(patternsDetected);
}