全部的MATLAB数学建模代码
时间: 2023-10-21 08:05:47 浏览: 302
很抱歉,您的问题比较宽泛,我无法提供全部的MATLAB数学建模代码。但是,我可以为您提供一些MATLAB数学建模的常见代码示例。
1. 线性回归
```matlab
x = [1 2 3 4 5]';
y = [2 5 6 7 8]';
coeffs = polyfit(x, y, 1);
m = coeffs(1);
b = coeffs(2);
plot(x, y, 'o');
hold on;
plot(x, m*x + b);
```
2. 非线性回归
```matlab
x = [1 2 3 4 5]';
y = [2 5 6 7 8]';
f = fit(x, y, 'exp1');
plot(f, x, y);
```
3. 插值
```matlab
x = [1 2 3 4 5]';
y = [2 5 6 7 8]';
xq = 1:0.1:5;
yq = interp1(x, y, xq, 'spline');
plot(x, y, 'o', xq, yq);
```
4. 最小二乘法
```matlab
x = [1 2 3 4 5]';
y = [2 5 6 7 8]';
A = [x ones(size(x))];
coeffs = A\y;
m = coeffs(1);
b = coeffs(2);
plot(x, y, 'o');
hold on;
plot(x, m*x + b);
```
5. 简单的微分方程
```matlab
y0 = 0;
tspan = [0 10];
[t, y] = ode45(@(t, y) t*y, tspan, y0);
plot(t, y);
```
这些示例只是MATLAB数学建模中的一小部分,希望对您有所帮助。
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