public static FuzzySet1D operator &(FuzzySet1D f1, FuzzySet1D f2)
{
if ((!f1.discrete && f2.discrete) || (f1.discrete && !f2.discrete))
{
MessageBox.Show("Операцію перетину можна робити тільки над множинами одного типу");
return(null);
}
if (f1.discrete && f2.discrete)
{
FuzzySet1D res = new FuzzySet1D();
foreach (KeyValuePair <double, double> pair in f1.dots)
{
res.AddDot(pair.Key, Math.Min(pair.Value, f2.Mu(pair.Key)));
}
foreach (KeyValuePair <double, double> pair in f2.dots)
{
res.AddDot(pair.Key, Math.Min(pair.Value, f1.Mu(pair.Key)));
}
return(res);
}
else
{
FuzzySet1D res = new FuzzySet1D();
res.Discrete = false;
foreach (KeyValuePair <double, double> pair in f1.dots)
{
res.AddDot(pair.Key, Math.Min(pair.Value, f2.Mu(pair.Key)));
}
return(res);
}
}
public FuzzySet1D(FuzzySet1D set) : this()
{
this.Name = set.Name;
foreach (KeyValuePair <double, double> pair in set.Dots)
{
this.dots.Add(pair.Key, pair.Value);
}
this.discrete = set.discrete;
}
public static FuzzySet1D operator /(FuzzySet1D f1, FuzzySet1D f2)
{
FuzzySet1D res = new FuzzySet1D();
foreach (KeyValuePair <double, double> pair in f1.dots)
{
res.AddDot(pair.Key, Math.Max(pair.Value - f2.Mu(pair.Key), 0));
}
return(res);
}
public static FuzzySet1D CreateTriangle(double d, double s, double h)
{
FuzzySet1D fs = new FuzzySet1D();
fs.Discrete = false;
for (int i = 0; i < FuzzySet.maxDotCount; i++)
{
double x = 1.0 * i * (FuzzySet.toX - FuzzySet.fromX) / FuzzySet.maxDotCount + fromX;
fs.AddDot(x, pTriangle(x, d, s, h));
}
return(fs);
}
/// <summary>
/// создает нечеткое множество, определяющее нормальную функцию распределения
/// </summary>
/// <param name="m">Мат ожидание</param>
/// <param name="s">Корень из дисперсии</param>
/// <returns></returns>
public static FuzzySet1D CreateNormalDistribution(double m, double s)
{
FuzzySet1D fs = new FuzzySet1D();
fs.Discrete = false;
for (int i = 0; i < FuzzySet.maxDotCount; i++)
{
double x = 1.0 * i * (FuzzySet.toX - FuzzySet.fromX) / FuzzySet.maxDotCount + fromX;
fs.AddDot(x, pNormalDiscr(x, m, s));
}
return(fs);
}
// симетрична різниця
public static FuzzySet1D operator -(FuzzySet1D f1, FuzzySet1D f2)
{
FuzzySet1D res = new FuzzySet1D();
foreach (KeyValuePair <double, double> pair in f1.dots)
{
double x = pair.Key;
res.AddDot(pair.Key, Math.Abs(f1.Mu(x) - f2.Mu(x)));
}
foreach (KeyValuePair <double, double> pair in f2.dots)
{
double x = pair.Key;
res.AddDot(pair.Key, Math.Abs(f1.Mu(x) - f2.Mu(x)));
}
return(res);
}
// граничний обєднання
public static FuzzySet1D gUnion(FuzzySet1D f1, FuzzySet1D f2)
{
FuzzySet1D res = new FuzzySet1D();
foreach (KeyValuePair <double, double> pair in f1.dots)
{
double x = pair.Key;
res.AddDot(pair.Key, Math.Min(f1.Mu(x) + f2.Mu(x), 1));
}
foreach (KeyValuePair <double, double> pair in f2.dots)
{
double x = pair.Key;
res.AddDot(pair.Key, Math.Min(f1.Mu(x) + f2.Mu(x), 1));
}
return(res);
}
public static FuzzySet1D operator /(FuzzySet1D f1, FuzzySet1D f2)
{
if ((!f1.discrete && f2.discrete) || (f1.discrete && !f2.discrete))
{
MessageBox.Show("Операцію різниці можна робити тільки над множинами одного типу");
return(null);
}
FuzzySet1D res = new FuzzySet1D();
foreach (KeyValuePair <double, double> pair in f1.dots)
{
if (pair.Value - f2.Mu(pair.Key) > 0)
{
res.AddDot(pair.Key, pair.Value - f2.Mu(pair.Key));
}
}
res.discrete = f1.discrete;
return(res);
}
// альфа сума
public static FuzzySet1D alphaSum(FuzzySet1D f1, FuzzySet1D f2, double alpha)
{
FuzzySet1D res = new FuzzySet1D();
if (alpha > 1)
{
alpha = 1;
}
foreach (KeyValuePair <double, double> pair in f1.dots)
{
double x = pair.Key;
res.AddDot(pair.Key, alpha * f1.Mu(x) + (1 - alpha) * f2.Mu(x));
}
foreach (KeyValuePair <double, double> pair in f2.dots)
{
double x = pair.Key;
res.AddDot(pair.Key, alpha * f1.Mu(x) + (1 - alpha) * f2.Mu(x));
}
return(res);
}