I have a question relate to Gauss seidel method

조회 수: 2 (최근 30일)
Kumuthu
Kumuthu 2024년 9월 16일
댓글: Kumuthu 2024년 9월 17일
Implement the Gauss-Seidel method for solving a system of linear equations from scratch in MATLAB and walk me through your thought process in constructing the code. Additionally, demonstrate that your implementation works by applying it to the following system. 2x +3y −z =7 , x −2y+4z =1 , 3x +y+2z =8
%Gauss seidel
A=input('Enter a co-efficient matrix A: ');
B=input('Enter source vector B: ');
P=input('Enter initial guess vector: ');
n=input('Enter number of iterations: ');
e=input('Enter tolerance: ');
N=length(B);
X=zeros(N,1);
Y=zeros(N,1); %for stopping criteria
for j=1:n
for i=1:N
x(i)=(B(i)/A(i,i))-(A(i,[1:i-1,i+1:N])*P([1:i-1,i+1:N]))/A(i,i);
P(i)=X(i);
end
fprintf('Iterations no %d \ n' ,j)
X
if abs (Y-X)<e
break
end
Y=X;
end
This is my code is this correct? please help me
  댓글 수: 2
Torsten
Torsten 2024년 9월 16일
편집: Torsten 2024년 9월 16일
Adapt the inputs (A,B,P,n,e) to your actual problem so that we can run the code.
You won't get convergence with Gauss-Seidel:
D = diag([2,-2,2]);
U = [0,3,-1;0,0,4;0,0,0];
L = [0,0,0;1,0,0;3,1,0];
M = -inv(L+D)*U;
norm(M,2)
ans = 4.0790
Kumuthu
Kumuthu 2024년 9월 17일
Thank you i'll try

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John D'Errico
John D'Errico 2024년 9월 16일
편집: John D'Errico 2024년 9월 16일
Updating the vector x (small x) and then looking to see if the vector X (capital X) is converging seems like a bad idea. You did this:
x(i)=(B(i)/A(i,i))-(A(i,[1:i-1,i+1:N])*P([1:i-1,i+1:N]))/A(i,i);
But you never use the vector x again. Instead all comparisons are done with X.
Yes, I suppose one day, after running for so many years, your computer may be so old it does not recognize the difference. Maybe then it might do something. Who knows? ;-)
Case matters in MATLAB.

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