Given a Matrix A, find a Product of Elementary Matrices that equals A

In summary, A can be expressed as a product of elementary matrices and its inverse can also be expressed as a product of elementary matrices. By taking the inverse of all the elementary matrices and multiplying them, you will get A. This is because A is equivalent to an identity matrix manipulated by elementary row operations.
  • #1
WTFsandwich
7
0

Homework Statement


Given

[tex]A[/tex] = [tex]\left( \begin{array}{cc}
2 & 1 \\
6 & 4 \end{array} \right)[/tex]

a) Express A as a product of elementary matrices.
b) Express the inverse of A as a product of elementary matrices.

Homework Equations


The Attempt at a Solution



Using the following EROs

Row2 --> Row2 - 3 * Row1
[tex]E_{1}[/tex] = [tex]\left( \begin{array}{cc}
1 & 0 \\
-3 & 1 \end{array} \right)[/tex]

Row1 --> 1/2 * Row1
[tex]E_{2}[/tex] = [tex]\left( \begin{array}{cc}
1/2 & 0 \\
0 & 1 \end{array} \right)[/tex]

Row1 --> Row1 - 1/2 * Row2
[tex]E_{3}[/tex] = [tex]\left( \begin{array}{cc}
1 & 0 \\
-2 & 1 \end{array} \right)[/tex]

Multiplying all the Elementary matrices together, I got the Product

[tex]P[/tex] = [tex]\left( \begin{array}{cc}
2 & -1/2 \\
-3 & 1 \end{array} \right)[/tex]

Which is A-1.
 
Last edited:
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  • #2
Note that the inverse of A-1 is A and also that given invertible A and B, (AB)-1=B-1A-1

You have E1E2...En=A-1 where Ei is an elementary matrix. So take the inverse of the whole thing
 
  • #3
VeeEight said:
Note that the inverse of A-1 is A and also that given invertible A and B, (AB)-1=B-1A-1

You have E1E2...En=A-1 where Ei is an elementary matrix. So take the inverse of the whole thing

If I'm understanding you correctly, I should take the inverses of all the elementary matrices and multiply those, and it should give me A?

Essentially, (E1E2...En)-1 = A
 
Last edited:
  • #4
Hey Sandwich,

Think of the matrix A as being equivalent to an identity matrix of the same size, but just manipulated by elementary row operations.

Vee is right, because if you multiply the inverse of A by A's corresponding elementary matrices, the product is the identity matrix. Try it out.

A=I(E1E2...En)^(-1)

Hope that helps!
 

1. How do you find the product of elementary matrices that equals a given matrix A?

To find the product of elementary matrices that equals a given matrix A, you need to perform elementary row operations on A until it is in reduced row echelon form. The matrices used to perform these operations will form the product of elementary matrices that equals A.

2. What are elementary matrices?

Elementary matrices are square matrices that represent basic row operations, such as swapping rows, multiplying a row by a constant, or adding a multiple of one row to another. These matrices are used to perform row operations on a given matrix in order to simplify it or solve a system of equations.

3. Why is it useful to find the product of elementary matrices that equals a given matrix A?

Finding the product of elementary matrices that equals a given matrix A allows for more efficient computation and manipulation of matrices. It also helps in solving systems of equations and finding inverses of matrices.

4. Can you use any elementary matrices to find the product that equals A?

No, the elementary matrices used to find the product that equals A must correspond to the same elementary row operations that were performed on A. For example, if you used an elementary matrix to swap two rows of A, then the product of elementary matrices must also include a matrix that swaps two rows.

5. Is there only one product of elementary matrices that equals a given matrix A?

There can be multiple products of elementary matrices that equal a given matrix A, depending on the order in which the elementary row operations are performed. However, the resulting product will always lead to the same reduced row echelon form and equivalent solutions to any system of equations represented by A.

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