最小二乘法拟合曲面。
7 Ansichten (letzte 30 Tage)
Ältere Kommentare anzeigen
代码如下
x=[0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8];
x2=x.^2;
y=[0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 1.1 1.2 1.3 1.4 1.5 1.6];
y2=y.^2;
z=[0.85 0.85 0.85 0.861 0.87 0.885 0.893 0.925 0.948 0.971 0.993 1.016 1.035 1.062 1.085 1.106 1.13 1.148
0.855 0.855 0.855 0.864 0.874 0.888 0.907 0.93 0.954 0.977 1.001 1.026 1.05 1.074 1.096 1.12 1.142 1.159
0.864 0.864 0.864 0.868 0.879 0.884 0.913 0.936 0.961 0.986 1.011 1.037 1.061 1.085 1.11 1.132 1.152 1.169
0.873 0.873 0.873 0.874 0.885 0.901 0.92 0.945 0.969 0.995 1.021 1.047 1.072 1.097 1.122 1.144 1.163 1.18
0.882 0.882 0.882 0.883 0.894 0.908 0.929 0.959 0.978 1.005 1.022 1.057 1.083 1.109 1.133 1.154 1.173 1.188
0.892 0.892 0.892 0.894 0.904 0.92 0.941 0.964 0.99 1.016 1.043 1.067 1.094 1.12 1.143 1.164 1.182 1.196
0.901 0.901 0.901 0.906 0.916 0.93 0.952 0.975 1 1.026 1.052 1.077 1.104 1.129 1.152 1.171 1.188 1.203
0.911 0.911 0.911 0.916 0.926 0.942 0.962 0.985 1.01 1.036 1.062 1.086 1.112 1.136 1.158 1.176 1.194 1.209
0.921 0.921 0.921 0.928 0.935 0.952 0.972 0.996 1.021 1.046 1.072 1.096 1.12 1.143 1.163 1.181 1.199 1.214
0.929 0.929 0.931 0.936 0.946 0.962 0.982 1.006 1.031 1.056 1.081 1.106 1.128 1.15 1.169 1.187 1.204 1.22
0.935 0.937 0.94 0.946 0.956 0.972 0.993 1.017 1.042 1.066 1.092 1.116 1.138 1.159 1.177 1.195 1.212 1.228
0.941 0.944 0.949 0.956 0.966 0.982 1.004 1.028 1.053 1.077 1.103 1.126 1.148 1.168 1.186 1.204 1.222 1.237
0.946 0.951 0.957 0.966 0.977 0.993 1.016 1.04 1.063 1.089 1.114 1.136 1.158 1.178 1.196 1.214 1.232 1.25
0.953 0.959 0.967 0.975 0.986 1.005 1.028 1.05 1.075 1.101 1.124 1.147 1.168 1.187 1.206 1.224 1.244 1.266
0.961 0.988 0.975 0.984 0.997 1.018 1.04 1.061 1.086 1.111 1.134 1.156 1.176 1.196 1.215 1.235 1.258 1.277
0.972 0.978 0.985 0.994 1.01 1.03 1.05 1.073 1.096 1.119 1.142 1.164 1.184 1.204 1.224 1.245 1.268 1.289
];
n=length(x); X=[x2 y2 ones(n,1)];
a = regress(z,X);
c=a(3);
b=a(2);
a=a(1);
错误显示
错误使用 horzcat
串联的矩阵的维度不一致。
出错 zxecfnh (line 22)
n=length(x); X=[x2 y2 ones(n,1)];
求大神解答~
0 Kommentare
Akzeptierte Antwort
sedor
am 17 Nov. 2022
也许可用下列模型拟合(y=y-.8):
fx=(b(1)+b(2)*x1+b(3)*x2+b(4)*x1.^2+b(5)*x2.^2+b(6)*x1.*x2+b(7)*x1.^3+b(8)*x2.^3+b(9)*x1.*x2.^2+b(10)*x1.^2.*x2)./(1+b(11)*x1+b(12)*x2+b(13)*x1.^2+b(14)*x2.^2);
b =[0.04592294559 -0.03901414484 0.068398893 0.09567766717 -0.04613171904 -0.1331041884 0.1423630308 0.03154915609 0.06671164437 0.06088959563 -0.8034532625 -0.6256762205 1.066828227 0.3648534856]
RSS = 0.0028752156241
MSe = 1.0493e-05
R^2 = 0.99922
0 Kommentare
Weitere Antworten (0)
Siehe auch
Kategorien
Mehr zu Mathematics and Optimization finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!