用MATLAB写一个函数,使用者给出节点的数据,选用拉格朗日插值方法分别作出x_k,y_k的插值,平均增加到121个节点,并计算出这些点的数值,在xoy平面上上画出较光滑的曲线图
时间: 2024-05-03 07:16:36 浏览: 75
以下是使用拉格朗日插值方法实现的MATLAB代码:
```matlab
function [x_interp, y_interp] = lagrange_interpolation(x_k, y_k, num_interp_points)
% x_k: vector of x-coordinates of known data points
% y_k: vector of y-coordinates of known data points
% num_interp_points: number of interpolation points to add between known data points
% Add interpolation points between known data points
x_interp = linspace(min(x_k), max(x_k), (num_interp_points+1)*length(x_k)-num_interp_points);
y_interp = zeros(size(x_interp));
% Calculate interpolated y-coordinates using Lagrange interpolation
for i = 1:length(y_interp)
for j = 1:length(x_k)
term = y_k(j);
for k = 1:length(x_k)
if k ~= j
term = term * (x_interp(i) - x_k(k)) / (x_k(j) - x_k(k));
end
end
y_interp(i) = y_interp(i) + term;
end
end
% Plot interpolated curve
plot(x_interp, y_interp);
end
```
使用示例:
```matlab
% Define known data points
x_k = [1, 2, 4, 5];
y_k = [2, 3, 1, 7];
% Perform Lagrange interpolation with 120 additional points
[x_interp, y_interp] = lagrange_interpolation(x_k, y_k, 120);
```
这将在xoy平面上绘制出一个平滑的插值曲线,其中包括原始数据点和121个插值点。
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