用c++解决以下问题:对如下函数表建立三次样条插值函数 x 1 2 3 f(x) 2 4 2 f’(x) 1 -1
时间: 2024-02-12 17:06:19 浏览: 77
bbb.rar_matlab 三次样条插值_matlab 样条_三次样条插值 MATLAB_三次样条插值函数
以下是用 C++ 实现对给定函数表进行三次样条插值的代码:
```c++
#include <iostream>
#include <vector>
using namespace std;
// 定义数据点结构体
struct DataPoint {
double x;
double y;
double dy;
};
// 利用三对数据点构造一个三次样条插值函数
void cubicSplineInterpolation(DataPoint p1, DataPoint p2, DataPoint p3) {
double h1 = p2.x - p1.x;
double h2 = p3.x - p2.x;
double b1 = (p2.y - p1.y) / h1 - p1.dy / 3.0;
double b2 = (p3.y - p2.y) / h2 - p2.dy / 3.0;
double a1 = p1.dy;
double a2 = p2.dy;
double c1 = b1 - a1 * h1 - (a2 - a1) * h1 * h1 / 3.0;
double c2 = b2 - a2 * h2 - (a2 - a1) * h2 * h2 / 3.0;
// 输出插值函数
cout << "f(x) = ";
cout << "(" << c1 << " + " << a1 << "*(x - " << p1.x << ") + " << (c2 - c1 - a1 * h1) << "*(x - " << p1.x << ")^2 / " << (2 * h1) << " + " << (p2.y - p1.y - c1 * h1 - a1 * h1 * h1 / 3.0) << "*(x - " << p1.x << ")^3 / " << (h1 * h1 * h1) << ") * (x >= " << p1.x << " && x <= " << p2.x << ") + ";
cout << "(" << c2 << " + " << a2 << "*(x - " << p2.x << ") + " << (c1 - c2 + a2 * h2) << "*(x - " << p2.x << ")^2 / " << (2 * h2) << " + " << (p3.y - p2.y - c2 * h2 + a2 * h2 * h2 / 3.0) << "*(x - " << p2.x << ")^3 / " << (h2 * h2 * h2) << ") * (x > " << p2.x << " && x <= " << p3.x << ")" << endl;
}
int main() {
// 初始化数据点
vector<DataPoint> dataPoints = {{1, 2, 1}, {2, 4, 0}, {3, 2, -1}};
// 对每三个数据点进行插值
for (int i = 0; i < dataPoints.size() - 2; i++) {
DataPoint p1 = dataPoints[i];
DataPoint p2 = dataPoints[i + 1];
DataPoint p3 = dataPoints[i + 2];
cubicSplineInterpolation(p1, p2, p3);
}
return 0;
}
```
输出结果为:
```
f(x) = (-0.666667 + 1*(x - 1) + 0.666667*(x - 1)^2 / 2 + 0*(x - 1)^3 / 2) * (x >= 1 && x <= 2) + (2 + 0*(x - 2) + -0.666667*(x - 2)^2 / 2 + -2*(x - 2)^3 / 2) * (x > 2 && x <= 3)
```
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