怎么用MATLAB建立数据间的函数关系
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怎么用MATLAB建立数据间的函数关系
我知道了 X,Y,Z和W的数据,根据数据生成W用X,Y,Z的表达式还有图形,最好有教程,谢谢!
我知道了 X,Y,Z和W的数据,根据数据生成W用X,Y,Z的表达式还有图形,最好有教程,谢谢!
可以使用Matlab自带的sftool工具箱,来拟合.举例说明其求解方法:
在命令窗口下,输入
>> x=[565.454 562.058 561.39 563.782 567.941 571.255 571.938 569.5];
>> y=[528.012 525.544 521.447 518.108 517.407 519.857 523.953 527.356];
>> z=[1.792 1.818 1.783 1.769 1.772 1.77 1.794 1.794];
>> sftool
选择“Polynomia”l项,x的Degrees为1,y的Degrees为3
在Results窗口就会出现,你要的结果.
Linear model Poly13:
f(x,y) = p00 + p10*x + p01*y + p11*x*y + p02*y^2 + p12*x*y^2 + p03*y^3
where x is normalized by mean 566.7 and std 4.095
and where y is normalized by mean 522.7 and std 4.111
Coefficients (with 95% confidence bounds):
p00 = 1.792 (1.759,1.826)
p10 = -0.003984 (-0.03342,0.02545)
p01 = 0.03654 (-0.02917,0.1022)
p11 = -0.004646 (-0.03621,0.02692)
p02 = -0.006507 (-0.03792,0.0249)
p12 = -0.0003025 (-0.04791,0.04731)
p03 = -0.01791 (-0.06526,0.02944)
Goodness of fit:
SSE:1.885e-005 剩余平方和
R-square:0.9903
Adjusted R-square:0.9318 相关系数
RMSE:0.004342 剩余标准差
![](http://img.wesiedu.com/upload/b/8c/b8cd5c65a55bf3477edbb330498d8ed5.jpg)
在命令窗口下,输入
>> x=[565.454 562.058 561.39 563.782 567.941 571.255 571.938 569.5];
>> y=[528.012 525.544 521.447 518.108 517.407 519.857 523.953 527.356];
>> z=[1.792 1.818 1.783 1.769 1.772 1.77 1.794 1.794];
>> sftool
选择“Polynomia”l项,x的Degrees为1,y的Degrees为3
在Results窗口就会出现,你要的结果.
Linear model Poly13:
f(x,y) = p00 + p10*x + p01*y + p11*x*y + p02*y^2 + p12*x*y^2 + p03*y^3
where x is normalized by mean 566.7 and std 4.095
and where y is normalized by mean 522.7 and std 4.111
Coefficients (with 95% confidence bounds):
p00 = 1.792 (1.759,1.826)
p10 = -0.003984 (-0.03342,0.02545)
p01 = 0.03654 (-0.02917,0.1022)
p11 = -0.004646 (-0.03621,0.02692)
p02 = -0.006507 (-0.03792,0.0249)
p12 = -0.0003025 (-0.04791,0.04731)
p03 = -0.01791 (-0.06526,0.02944)
Goodness of fit:
SSE:1.885e-005 剩余平方和
R-square:0.9903
Adjusted R-square:0.9318 相关系数
RMSE:0.004342 剩余标准差
![](http://img.wesiedu.com/upload/b/8c/b8cd5c65a55bf3477edbb330498d8ed5.jpg)