Gaussian Elimination technique by matlab
古いコメントを表示
Hello every body , i am trying to solve an (nxn) system equations by Gaussian Elimination method using Matlab , for example the system below :
x1 + 2x2 - x3 = 3
2x1 + x2 - 2x3 = 3
-3x1 + x2 + x3 = -6
C = [ 1 2 -1 ; 2 1 -2 ; -3 1 1 ]
b= [ 3 3 -6 ]
by using this code :
% Matlab Program to solve (nxn) system equation
% by using Gaussian Elimination method
clear ; clc ; close all
n = input('Please Enter the size of the equation system n = ') ;
C = input('Please Enter the elements of the Matrix C ' ) ;
b = input('Please Enter the elements of the Matrix b ' ) ;
dett = det(C)
if dett == 0
print('This system unsolvable because det(C) = 0 ')
else
b = b'
A = [ C b ]
for j = 1:(n-1)
for i= (j+1) : n
mult = A(i,j)/A(j,j) ;
for k= j:n+1
A(i,k) = A(i,k) - mult*A(j,k) ;
A
end
end
end
for p = n:-1:1
for r = p+1:n
x(p) = A(p,r)/A(p,r-1)
end
end
end
everything is good but i need help to do the back substitution to find and print the matrix x ( which is contains the solutions of this system ) , could any one help me to do that ? i will thankful in advance Razi
9 件のコメント
John D'Errico
2017 年 5 月 14 日
編集済み: John D'Errico
2017 年 5 月 14 日
Note that testing to see if det(C)==0 is a terribly bad idea, since it will essentially NEVER be zero, even for a singular matrix. Yes, I know they taught you that in class. But "they" are wrong here.
For example:
A = rand(3,4);
A = [A;A(1,:)];
det(A)
ans =
-1.5101e-19
Here A has an EXACT duplicate row. Is det(A)==0?
How about this one, here A has rank 2, in a 10x10 matrix.
A = randn(10,2)*randn(2,10);
det(A)
ans =
-5.4818e-125
Not zero. How about this one?
A = randn(10,9)*rand(9,10)*100;
det(A)
ans =
7.1118e+06
Still not zero. In fact, this one had a pretty large determinant for a known to be singular matrix. So you cannot even test to see if det is a small number, since it can easily be quite large yet the matrix is still singular.
rank(A)
ans =
9
Use tools like rank or cond to decide if a matrix is singular. NOT det. Anyone who tells you to use det using floating point arithmetic is flat out wrong.
det is a liar.
Razi Naji
2017 年 5 月 15 日
Tanzina Nasrin Tania
2019 年 12 月 24 日
I don't understand that how much amounts of size in the equation system n?So please give me answer.
Robby Ching
2020 年 5 月 26 日
Hello! I have question. What does n:-1:1 mean? Thank you
AKSHAY KUMAR
2020 年 11 月 2 日
if n=3, then for p = 3:-1:1 will generate 3,2,1.
It simply means that p will go from 3 to 1 decreasing by 1
Robby Ching
2020 年 11 月 3 日
Thank you so much!
jealryn obordo
2022 年 2 月 20 日
can I ask , what is the value of n?
Muntasir
2022 年 6 月 15 日
Jealryn obordo
'n' is the number of variables or equations. Here n=3
shrawani
2024 年 3 月 5 日
what is A(i,j) and how, why it is used
採用された回答
その他の回答 (3 件)
M Waqar Nadeem
2021 年 3 月 11 日
C = [1 2 -1; 2 1 -2; -3 1 1]
b= [3 3 -6]'
A = [C b]; %Augmented Matrix
n= size(A,1); %number of eqns/variables
x = zeros(n,1); %variable matrix [x1 x2 ... xn] coulmn
for i=1:n-1
for j=i+1:n
m = A(j,i)/A(i,i)
A(j,:) = A(j,:) - m*A(i,:)
end
end
x(n) = A(n,n+1)/A(n,n)
for i=n-1:-1:1
summ = 0
for j=i+1:n
summ = summ + A(i,j)*x(j,:)
x(i,:) = (A(i,n+1) - summ)/A(i,i)
end
end
3 件のコメント
Belkacem Faraheddine
2022 年 3 月 25 日
Big thanks
Ahmad
2022 年 4 月 30 日
Hi Nadeem
seems it does not work for:
C=[0 0 0 5 ; 4 0 2 5; 1 3 0 2; 3 4 2 0]
b=[16 10 13 -1]'
Mourad
2022 年 10 月 30 日
it does work only if the elements of the diagonal are different from zero.
pss CHARAN
2020 年 12 月 2 日
編集済み: Walter Roberson
2024 年 3 月 8 日
clc
n=input(‘Enter number of variables’);
for i=1:1:n
for j=1:1:n
A(i,j)=input(‘Enter Coefficient”);
end
end
for i=1:1:n
for j=1:1:n
B(i,1)=input(‘Enter Constant’);
end
end
A
B
E=[AB]
for i=1:1:n
E(i,:)=E(i,:)+E(i+1,:);
end
E(n,1)=E(n,1)+E(1,1);
q=1;
for i=q:1:n
for j=1:1:n
if E(j,i)==0;
E(j,:)=E(j,:);
else
E(j,:)=E(j,:)/E(j,i);
end
end
for k=i+1:1:n
E(k,:)=E(k,:)-E(i,:);
end
q=i+1;
end
q=n;
for i=n:-1:1
for j=1:1:q
if E(j,i)==0;
E(j,:)=E(j,:);
else
E(j,:)=E(j,:)/E(j,i);
end
end
for k=1:1:i-1
E(k,:)=E(k,:)-E(i,:);
end
q=q-1;
end
X=E(:,n+1);
fprintf(‘****The Solution is****\n’)X
3 件のコメント
Razi Naji
2021 年 2 月 8 日
Martin
2023 年 5 月 17 日
The lack of tabs/formatting broke my brain :D
DGM
2023 年 5 月 18 日
No documentation, no formatting, invalid characters, improper indexing. To add insult to injury, you harass the user by forcing them to blindly enter matrices using input() without any explanation of how the inputs should be oriented-- and then you throw it away and force them to do it again n times.
Why post something that's not even working code? It's not an answer, so you're not helping anyone else. It's not a question, so you're not helping yourself either. What's the point of this bizarre ritual?
I was going to fix the formatting, but it belongs like this.
Vishwa Lawliet
2022 年 9 月 3 日
編集済み: DGM
2023 年 5 月 18 日
disp('bX = c')
%4
n = input('Enter the size of matrix')
%[2 1 -1 2; 4 5 -3 6; -2 5 -2 6; 4 11 -4 8]
b = input('Enter the elements of the Matrix b ' )
%[5;9;4;2]
c = input('Enter the elements of the Matrix c ' )
dett = det(b);
if dett == 0
disp('This system unsolvable because det(b) = 0 ')
else
a=[b c];
for i = 0:n-2
for j = 0:n-2-i
a(i+j+2:i+j+2,i+1:n+1)=(a(i+j+2:i+j+2,i+1:n+1).*(a(i+1,i+1)/a(i+j+2,i+1)))-a(i+1:i+1,i+1:n+1);
disp(a)
end
end
X=c';
for i = 0:n-1
X(n-i)=(a(n-i,n+1)-sum(a(n-i:n-i,1:n).*X)+a(n-i,n-i)*X(n-i))/a(n-i,n-i);
end
X=X';
disp(X)
end
1 件のコメント
Deepak
2023 年 6 月 6 日
dett = det(b);
This is not valid as b is a row matrix
カテゴリ
ヘルプ センター および File Exchange で Linear Equations についてさらに検索
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!