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LU Decomposition Using Crout's Method in MatLab
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A quick overview of how to use LU Decomp w/ Crout's Method in MatLab.
function [L, U] = LUdecompCrout(A)
% The function decomposes the matrix A into a lower triangular matrix L
% and an upper triangular matrix U, using Crout's method such that A=LU.
% Input variables:
% A The matrix of coefficients.
% Output variable:
% L Lower triangular matrix.
% U Upper triangular matrix.
[R, C] = size(A);
for i = 1:R
L(i,1) = A(i,1);
U(i,i) = 1;
end
for j = 2:R
U(1,j)= A(1,j)/L(1,1);
end
for i = 2:R
for j = 2:i
L(i,j)=A(i,j)-L(i,1:j-1)*U(1:j-1,j);
end
for j = i+1:R
U(i,j)=(A(i,j)-L(i,1:i-1)*U(1:i-1,j))/L(i,i);
end
end
A quick overview of how to use LU Decomp w/ Crout's Method in MatLab.
function [L, U] = LUdecompCrout(A)
% The function decomposes the matrix A into a lower triangular matrix L
% and an upper triangular matrix U, using Crout's method such that A=LU.
% Input variables:
% A The matrix of coefficients.
% Output variable:
% L Lower triangular matrix.
% U Upper triangular matrix.
[R, C] = size(A);
for i = 1:R
L(i,1) = A(i,1);
U(i,i) = 1;
end
for j = 2:R
U(1,j)= A(1,j)/L(1,1);
end
for i = 2:R
for j = 2:i
L(i,j)=A(i,j)-L(i,1:j-1)*U(1:j-1,j);
end
for j = i+1:R
U(i,j)=(A(i,j)-L(i,1:i-1)*U(1:i-1,j))/L(i,i);
end
end
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