Find LU-Factorization of Matrix A: Restrictions & Help

Click For Summary
SUMMARY

The LU-factorization of matrix A, represented as A = \begin{bmatrix} a & b \\ c & d \\ \end{bmatrix}, requires that the matrix L has 1's along its main diagonal, specifically L = \begin{bmatrix} 1 & 0 \\ e & 1 \\ \end{bmatrix} and U = \begin{bmatrix} a & b \\ 0 & -eb + d \\ \end{bmatrix}. A critical restriction is that ae must equal c, where e is a real number. Additionally, for the factorization to be valid, the element U(2,2) must not equal zero, ensuring that the product of L and U yields the original matrix A.

PREREQUISITES
  • Understanding of LU-factorization in linear algebra
  • Familiarity with matrix multiplication
  • Knowledge of matrix properties and restrictions
  • Basic concepts of linear equations
NEXT STEPS
  • Study the conditions for LU-factorization of matrices
  • Learn about matrix multiplication and its implications
  • Explore the significance of non-zero elements in matrix factorization
  • Investigate the role of pivot elements in LU-factorization
USEFUL FOR

Students and practitioners in linear algebra, mathematicians, and anyone involved in computational mathematics or numerical analysis seeking to understand LU-factorization and its conditions.

drestupinblac
Messages
4
Reaction score
0
Q: Find the LY-factorization of the matrix
<br /> A = \begin{bmatrix} a &amp; b \\ c &amp; d \\ \end{bmatrix}<br /> that has 1's along the main diagonal of L. Are there any restrictions on the matrix A?

My attempt at an answer:

<br /> L = \begin{bmatrix} 1 &amp; 0 \\ e &amp; 1 \\ \end{bmatrix}<br /> U = \begin{bmatrix} a &amp; b \\ 0 &amp; -eb + d \\ \end{bmatrix}<br />

restriction: ae (where e is some real number) must equal c.
...

I am just starting out in linear algebra and am probably completely off but I can't think
of another way to approach this question. Please help or tell me if I'm on the right tack.

Thanks!
 
Physics news on Phys.org


Oops, instead of "LY" I meant to put "LU"

anyone? or if the question doesn't make sense, can you please tell me so I can re-phrase?
 


I would replace "e" for what it needs to be, ie, "c/a".

Once done, you can now state a needed condition of matrix "A", specifically a condition of its element "a" for this solution to be valid.

Also, if you multiply L and U together again, you need to have the product yield the original matrix A again. Show this multiplication. Thus, take a look at the 2,2 element of U. You probrably don't want that to be zero or else the product will not be consistent with A. Rearranging element U(2,2) <> 0 will yield a familiar requirement.
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 22 ·
Replies
22
Views
3K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 14 ·
Replies
14
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 4 ·
Replies
4
Views
2K