Lu Decomposition Calculator

To perform LU decomposition, express a matrix $A$ as the product of a lower triangular matrix $L$ and an upper triangular matrix $U$ .

LU Decomposition Calculator

The LU Decomposition Calculator simplifies the process of decomposing a matrix into its lower ( $L$ ) and upper ( $U$ ) triangular components. This method is widely used in solving linear equations, matrix inversion, and determinant calculations.

It supports matrices of different sizes, such as 3×3 or 4×4, and various methods like Doolittle and Crout. Additionally, it assists with solving systems of equations efficiently by reducing computation steps. Whether used for academic purposes or advanced mathematical computations, this tool ensures accuracy and clarity.

Formula

Contents

1 Formula
2 Solved Calculations
3 What is the LU Decomposition Calculator?
4 Final Words:

A = L ∗ U

Variable	Description
A	Original square matrix
L	Lower triangular matrix with diagonal elements as 1
U	Upper triangular matrix

Solved Calculations

Example 1 (3×3 Matrix):

Input Matrix (A)	Value
Matrix A	$\begin{bmatrix} 2 & 3 & 1 \\ 4 & 7 & 3 \\ 6 & 18 & 5 \end{bmatrix}$
Output (L)	$\begin{bmatrix} 1 & 0 & 0 \\ 2 & 1 & 0 \\ 3 & 6 & 1 \end{bmatrix}$
Output (U)	$\begin{bmatrix} 2 & 3 & 1 \\ 0 & 1 & 1 \\ 0 & 0 & -1 \end{bmatrix}$

Example 2 (4×4 Matrix):

Input Matrix (A)	Value
Matrix A	$\begin{bmatrix} 1 & 2 & 3 & 4 \\ 2 & 4 & 6 & 8 \\ 3 & 6 & 10 & 12 \\ 4 & 8 & 12 & 16 \end{bmatrix}$
Output (L)	$\begin{bmatrix} 1 & 0 & 0 & 0 \\ 2 & 1 & 0 & 0 \\ 3 & 1 & 1 & 0 \\ 4 & 2 & 1 & 1 \end{bmatrix}$
Output (U)	$\begin{bmatrix} 1 & 2 & 3 & 4 \\ 0 & 0 & 0 & 0 \\ 0 & 0 & 1 & 1 \\ 0 & 0 & 0 & 2 \end{bmatrix}$

What is the LU Decomposition Calculator?

The LU Decomposition Calculator is a unique tool. It has the ability to simplify the process of breaking a matrix into lower and upper triangular matrices. This method, known as LU decomposition, is widely used for solving linear equations, inverting matrices, and computing determinants efficiently. It’s a critical tool in linear algebra and numerical analysis.

Final Words:

In summary, the LU Decomposition Calculator is a powerful resource for matrix operations, making complex linear algebra problems easier to solve. It’s an essential aid for anyone studying or working with matrix computations.