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ME3255S2017/lecture_11/LU_pivot.m
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function [L,U,P] = LU_pivot(A) | |
% GaussPivot: Gauss elimination pivoting | |
% x = GaussPivot(A,b): Gauss elimination with pivoting. | |
% input: | |
% A = coefficient matrix | |
% b = right hand side vector | |
% output: | |
% x = solution vector | |
[m,n]=size(A); | |
if m~=n, error('Matrix A must be square'); end | |
nb = n; | |
L=diag(ones(n,1)); | |
U=A; | |
P=diag(ones(n,1)); | |
% forward elimination | |
for k = 1:n-1 | |
% partial pivoting | |
[big,i]=max(abs(U(k:n,k))); | |
ipr=i+k-1; | |
if ipr~=k | |
P([k,ipr],:)=P([ipr,k],:); % if the max is not the current index ipr, pivot count | |
%L([k,ipr],:)=L([ipr,k],:); | |
%U([k,ipr],:)=U([ipr,k],:); | |
end | |
for i = k+1:n | |
fik=U(i,k)/U(k,k); | |
L(i,k)=fik; | |
U(i,k:nb)=U(i,k:nb)-fik*U(k,k:nb); | |
end | |
end | |
% back substitution | |
%x=zeros(n,1); | |
%x(n)=Aug(n,nb)/Aug(n,n); | |
%for i = n-1:-1:1 | |
% x(i)=(Aug(i,nb)-Aug(i,i+1:n)*x(i+1:n))/Aug(i,i); | |
%end |