Non-Square Matrix Determinants: An Investigation into det(1+AB) = det(1+BA)

  • Thread starter jostpuur
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In summary, the conversation discusses the possibility of the equation det(id + AB) = det(id + BA) holding true even when AB and BA are not the same size. An example is given using non-square matrices A and B, and a link is provided for further information on Sylvester's determinant theorem. The question of how to prove this in the general case is also brought up.
  • #1
jostpuur
2,116
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I have some reason to believe that

[tex]
\det(\textrm{id} + AB) = \det(\textrm{id} + BA)
[/tex]

is true even when AB and BA are not the same size. In other words, A and B are not neccessarily square matrices.

For example, if

[tex]
A = \big(A_1,\; A_2\big),\quad\quad\quad
B = \left(\begin{array}{c} B_1 \\ B_2 \\ \end{array}\right)
[/tex]

then

[tex]
\det(\textrm{id} + AB) = 1 + A_1B_1 + A_2B_2
[/tex]

and

[tex]
\det(\textrm{id} + BA) = \det\left(\begin{array}{cc}
1 + B_1A_1 & B_1 A_2 \\
B_2 A_1 & 1 + B_2 A_2 \\
\end{array}\right)
[/tex]
[tex]
= (1 + B_1A_1)(1 + B_2A_2) - A_1A_2B_1B_2 = 1 + B_1A_1 + B_2A_2
[/tex]

Anyone knowing how to prove the general case?
 
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  • #3
So much names to be known.
 

1. What is the meaning of "det(1+AB) = det(1+BA)"?

This equation is known as the Matrix Determinant Identity and it states that the determinant of two matrices multiplied together is equal to the determinant of the same two matrices reversed in order.

2. How does this equation relate to linear algebra?

The Matrix Determinant Identity is an important property in linear algebra because it allows for the simplification of calculations involving determinants of matrices. It can also help in solving systems of linear equations.

3. Can this equation be applied to any type of matrix?

Yes, the Matrix Determinant Identity can be applied to any square matrix, or a matrix with an equal number of rows and columns.

4. Is there a proof for this equation?

Yes, there is a proof for the Matrix Determinant Identity using properties of determinants and matrix algebra. It can be found in many linear algebra textbooks or online resources.

5. How can this equation be used in real-world applications?

The Matrix Determinant Identity has many practical applications, such as in computer graphics, economics, and physics. It can be used to solve problems involving transformations, rotations, and other operations on matrices.

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