// 从 DataTable 中读取第一列和第二列作为横轴和纵轴数据 DataTable dataTable = dataSet.Tables[0]; PointPairList list1 = new PointPairList(); for (int row = 0; row < dataTable.Rows.Count; row++) { double x1 = Convert.ToDouble(dataTable.Rows[row][0]); double y1 = Convert.ToDouble(dataTable.Rows[row][1]); list1.Add(x1, y1); } // get a reference to the GraphPane GraphPane myPane = zedGraphControl.GraphPane; // Set the title and axis labels myPane.Title.Text = "Pressure vs Flow"; myPane.XAxis.Title.Text = "Pressure"; myPane.YAxis.Title.Text = "Flow"; // create a new scatter plot with blue circles as symbols LineItem scatterPlot = myPane.AddCurve("", list1, Color.Blue, SymbolType.Circle); scatterPlot.Line.IsVisible = false;LineItem scatterPlot = myPane.AddCurve(“”, list1, Color.Blue, SymbolType.Circle); scatterPlot.Line.IsVisible = false;已有上述代码,,想使用自定义函数a*(((c+1)/2)/(c+exp(b*x))-0.5)对散点进行拟合,请重新写一个写出完整的C#代码
时间: 2024-02-10 07:33:06 浏览: 238
可以使用MathNet.Numerics库进行拟合,以下是完整的C#代码:
```
using MathNet.Numerics;
using MathNet.Numerics.LinearRegression;
using System;
using System.Data;
using ZedGraph;
// 定义自定义函数
public double CustomFunction(double a, double b, double c, double x)
{
return a * (((c + 1) / 2) / (c + Math.Exp(b * x)) - 0.5);
}
// 从 DataTable 中读取数据
DataTable dataTable = dataSet.Tables[0];
PointPairList list1 = new PointPairList();
for (int row = 0; row < dataTable.Rows.Count; row++)
{
double x1 = Convert.ToDouble(dataTable.Rows[row][0]);
double y1 = Convert.ToDouble(dataTable.Rows[row][1]);
list1.Add(x1, y1);
}
// 拟合散点数据
Tuple<double, double, double, double> coefficients = Fit.FunctionMultiDim((x, p) => CustomFunction(p[0], p[1], p[2], x[0]), list1.Select(p => new[] { p.X }).ToArray(), list1.Select(p => p.Y).ToArray(), new[] { 1.0, 1.0, 1.0 });
// 绘制拟合曲线
LineItem curve = myPane.AddCurve("", Enumerable.Range(0, 100).Select(x => new PointPair(x, CustomFunction(coefficients.Item1, coefficients.Item2, coefficients.Item3, x))), Color.Red);
curve.Symbol.IsVisible = false;
curve.Line.Width = 2;
```
其中,CustomFunction()函数为自定义的拟合函数,输入参数为a、b、c、x,输出为函数值。Fit.FunctionMultiDim()函数将自定义函数和散点数据传入进行拟合,返回拟合系数。最后,使用AddCurve()函数绘制拟合曲线。
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