函數文件:
1 function x=newton_Iterative_method(f,n,Initial) 2 x0=Initial; 3 tol=1e-11; 4 x1=x0-Jacobian(f,n,x0)\F(f,x0); 5 while (norm(x1-x0,2)>tol) 6 %數值解的2范數是否在誤差范圍內 7 x0=x1; 8 x1=x0-Jacobian(f,n,x0)\F(f,x0); 9 end 10 x=x1;%不動點 11 function g=Jacobian(f,n,a) 12 %求解任意矩陣的雅可比矩陣 13 %% 14 syms x y; 15 F(1:n,1)=jacobian(f,x); 16 F(1:n,2)=jacobian(f,y); 17 g=vpa(subs(F,{'x','y'},{a(1),a(2)},6)); 18 %% 19 function h=F(f,a) 20 h=vpa(subs(f,{'x','y'},{a(1),a(2)}));
腳本文件:
tic;
clear
clc
syms x y;
h='[x^2+y^2-4;x^2-y^2-1]';
initial_value=[1.6;1.2];
n=2;%方程組的未知數的個數
g=newton_Iterative_method(h,n,initial_value)
toc;
算法推導:

