public void LineTrend() { Trend.Line(new List <double>() { 1, 2, 5, 6 }); }
public Charts(SortedList <DateTime, double> list) { InitializeComponent(); List = list; List <double> X = list.Keys.Select(p => (double)list.Keys.IndexOf(p) + 1).ToList(); List <double> Y = list.Values.ToList(); LineTrendValue = Trend.Line(Y, X); ExpTrendValue = Trend.Exp(Y, X); LogTrendValue = Trend.Log(Y, X); PowTrendValue = Trend.Pow(Y, X); foreach (var i in list) { chart1.Series[0].Points.AddXY(i.Key, i.Value); chart1.Series[1].Points.AddXY(i.Key, LineTrendValue[list.Keys.IndexOf(i.Key)]); chart1.Series[2].Points.AddXY(i.Key, ExpTrendValue[list.Keys.IndexOf(i.Key)]); chart1.Series[3].Points.AddXY(i.Key, LogTrendValue[list.Keys.IndexOf(i.Key)]); chart1.Series[4].Points.AddXY(i.Key, PowTrendValue[list.Keys.IndexOf(i.Key)]); } double Min = Math.Min(Math.Min(Math.Min(list.Values.Min(), LineTrendValue.Min()), Math.Min(ExpTrendValue.Min(), LogTrendValue.Min())), PowTrendValue.Min()); double Max = Math.Max(Math.Max(Math.Max(list.Values.Max(), LineTrendValue.Max()), Math.Max(ExpTrendValue.Max(), LogTrendValue.Max())), PowTrendValue.Max()); chart1.ChartAreas[0].AxisY.Minimum = Min - (Max - Min) / 10; chart1.ChartAreas[0].AxisY.Maximum = Max + (Max - Min) / 5; chart1.Legends[1].CustomItems[0].Cells[1].Text = Trend.R2(Y, LineTrendValue).ToString(); double b = Trend.B(Y, X); double a = Trend.A(Y, X, b); chart1.Legends[1].CustomItems[0].Cells[2].Text = "a+x*b=" + a + "+x*" + b; chart1.Legends[1].CustomItems[1].Cells[1].Text = Trend.R2(Y, ExpTrendValue).ToString(); List <double> Y1 = Y.Select(y => Math.Log(y)).ToList(); b = Trend.B(Y1, X); a = Trend.A(Y1, X, b); chart1.Legends[1].CustomItems[1].Cells[2].Text = "a*e^(x*b)=" + a + "*e^(x*" + b + ")"; chart1.Legends[1].CustomItems[2].Cells[1].Text = Trend.R2(Y, LogTrendValue).ToString(); List <double> X1 = X.Select(x => Math.Log(x)).ToList(); b = Trend.B(Y, X1); a = Trend.A(Y, X1, b); chart1.Legends[1].CustomItems[2].Cells[2].Text = "a+ln(x*b)=" + a + "+ln(x*" + b + ")"; chart1.Legends[1].CustomItems[3].Cells[1].Text = Trend.R2(Y, PowTrendValue).ToString(); b = Trend.B(Y1, X1); a = Trend.A(Y1, X1, b); chart1.Legends[1].CustomItems[3].Cells[2].Text = "a*x^b=" + a + "*x^" + b; }