public void Test(int loop)
{
Dictionary <int, string> Etats = new Dictionary <int, string>();
Etats.Add(0, "Présent");
Etats.Add(1, "Absent ");
Dictionary <int, string> CO2 = new Dictionary <int, string>();
CO2.Add(0, "340");
CO2.Add(1, "420");
CO2.Add(2, "580");
CO2.Add(3, "670");
Dictionary <int, string> Bruit = new Dictionary <int, string>();
Bruit.Add(0, "34");
Bruit.Add(1, "42");
Bruit.Add(2, "60");
double[,] MatriceTransition =
{
{ 0.2, 0.8 },
{ 0.6, 0.4 }
};
double[,] MatriceCO2 =
{
{ 0.2, 0.4, 0.2, 0.2 },
{ 0.1, 0.3, 0.5, 0.1 }
};
double[,] MatriceBruit =
{
{ 0.4, 0.4, 0.2 },
{ 0.2, 0.3, 0.5 }
};
List <MarkovMatrix> MatriceEmissions = new List <MarkovMatrix>();
MatriceEmissions.Add(new MarkovMatrix("CO2", 2, 4, MatriceCO2, Etats, CO2));
MatriceEmissions.Add(new MarkovMatrix("Bruit", 2, 3, MatriceBruit, Etats, Bruit));
HiddenMarkovModel HMM = new HiddenMarkovModel(
2,
new MarkovMatrix("Transition Matrice", 2, 2, MatriceTransition, Etats, Etats),
MatriceEmissions
);
double[] co2 = new double[loop];
double[] bruit = new double[loop];
for (int i = 0; i < loop; i++)
{
Dictionary <string, string> result = HMM.NextState();
co2[i] = int.Parse(result["CO2"]);
bruit[i] = int.Parse(result["Bruit"]);
}
graph.AddLineSerie("CO2", co2);
graph.AddLineSerie("Bruit", bruit);
}
public static string Execute(int loop)
{
Dictionary <int, string> Etats = new Dictionary <int, string>();
Etats.Add(0, "Présent");
Etats.Add(1, "Absent ");
Dictionary <int, string> CO2 = new Dictionary <int, string>();
CO2.Add(0, "Faible ");
CO2.Add(1, "Moyen ");
CO2.Add(2, "Fort ");
CO2.Add(3, "Très Fort");
Dictionary <int, string> Bruit = new Dictionary <int, string>();
Bruit.Add(0, "Faible");
Bruit.Add(1, "Moyen ");
Bruit.Add(2, "Fort ");
double[,] MatriceTransition =
{
{ 0.2, 0.8 },
{ 0.6, 0.4 }
};
double[,] MatriceCO2 =
{
{ 0.2, 0.4, 0.2, 0.2 },
{ 0.1, 0.3, 0.5, 0.1 }
};
double[,] MatriceBruit =
{
{ 0.4, 0.4, 0.2 },
{ 0.2, 0.3, 0.5 }
};
List <MarkovMatrix> MatriceEmissions = new List <MarkovMatrix>();
MatriceEmissions.Add(new MarkovMatrix("CO2", 2, 4, MatriceCO2, Etats, CO2));
MatriceEmissions.Add(new MarkovMatrix("Bruit", 2, 3, MatriceBruit, Etats, Bruit));
HiddenMarkovModel HMM = new HiddenMarkovModel(
2,
new MarkovMatrix("Transition Matrice", 2, 2, MatriceTransition, Etats, Etats),
MatriceEmissions
);
StringBuilder builder = new StringBuilder();
builder.AppendLine("id; CO2; Bruit");
for (int i = 0; i < loop; i++)
{
Dictionary <string, string> result = HMM.NextState();
builder.AppendFormat("Etat : {0} | {1}; {2}; {3} ",
result[HMM.TransitionMatrix.Name],
i,
result["CO2"],
result["Bruit"]
)
.AppendLine();
}
return(builder.ToString());
}
