private void UcFuzzySetCanvas_Load(object sender, EventArgs e)
{
if (DesignMode)
{
return;
}
int count = mFuzzySet.GetMembershipCount();
double minX = mFuzzySet.GetMinX();
double maxX = mFuzzySet.GetMaxX();
chtFuzzySet.Series.Clear();
double deltaX = mFuzzySet.GetDeltaX();
for (int i = 0; i < count; ++i)
{
Membership ms = mFuzzySet.GetMembership(i);
Series series = new Series(mFuzzySet.GetMembershipName(i));
series.ChartType = SeriesChartType.FastLine;
for (double x = minX; x <= maxX; x += deltaX)
{
double y = ms.degree(x);
series.Points.AddXY(x, y);
}
chtFuzzySet.Series.Add(series);
}
chtFuzzySet.ChartAreas[0].AxisX.Title = "Crisp Value";
chtFuzzySet.ChartAreas[0].AxisY.Title = "Membership Degree";
chtFuzzySet.ChartAreas[0].RecalculateAxesScale();
chtFuzzySet.Titles.Add(string.Format("FuzzySet: {0}", mFuzzySetName));
}
public void Fire(List <Rule> rules)
{
Dictionary <string, List <double> > degrees = new Dictionary <string, List <double> >();
for (int i = 0; i < mValues.Count; ++i)
{
degrees[mValues[i]] = new List <double>();
}
for (int i = 0; i < rules.Count; ++i)
{
Rule rule = rules[i];
Clause consequent = rule.Consequent;
if (consequent.Variable == this)
{
double y = 1;
for (int j = 0; j < rule.AntecedentCount; ++j)
{
Clause antecedent = rule.getAntecedent(j);
FuzzySet variable = antecedent.Variable;
string value = antecedent.Value;
Membership ms = variable.GetMembership(value);
double degree = ms.degree(variable.X);
if (y > degree)
{
y = degree;
}
}
degrees[consequent.Value].Add(y);
}
}
Dictionary <string, double> consequent_degrees = getRootSumSquare(degrees);
mValX = getAreaCentroid(consequent_degrees);
}