Identity Matrix: Does AB=BA for Other Matrices?

Several other matrices can also commute with others, such as matrices with multiples or powers of themselves or matrices with the same structure, but they may not commute with all other matrices. In summary, the identity matrix (or multiple of) is the only one that commutes with all other matrices, but there are other matrices that can commute with certain pairs of matrices. These include matrices with multiples or powers of themselves, or matrices with the same structure. However, they may not commute with all other matrices.
  • #1
EvLer
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Is the identity matrix (or multiple of) the only one that commutes with other matrices or are there other matrices that AB=BA?

Thanks
 
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  • #2
Yes, those are the only ones that commute with all other matrices. There are pairs of matrices which aren't multiples of the identity matrix that commute with each other, like any matrix with a multiple or power of itself, or:

[tex] \left[ \begin{array}{cc}0 & 1 \\ 1 & 0 \end{array} \right], \left[ \begin{array}{cc}a & b \\ b & a \end{array} \right][/tex]

but they won't commute with an arbitrary matrix.
 
Last edited:
  • #3
The identity matrix commutes only when both IA and AI are defined.
 

Related to Identity Matrix: Does AB=BA for Other Matrices?

1. What is an identity matrix?

An identity matrix is a square matrix with 1's down the main diagonal and 0's everywhere else. It is usually denoted by the symbol I and has the property that any matrix multiplied by the identity matrix will result in the original matrix.

2. What is the significance of an identity matrix?

The identity matrix serves as the multiplicative identity for matrices, much like how 1 serves as the multiplicative identity for real numbers. It also plays a crucial role in matrix operations and transformations.

3. Does AB = BA hold true for all matrices?

No, the commutative property does not hold true for all matrices. In general, AB may not be equal to BA. However, for the identity matrix, AB = BA always holds true.

4. How can we prove that AB = BA for the identity matrix?

The proof for AB = BA for the identity matrix involves using the properties of matrix multiplication and the definition of the identity matrix. It can be shown that the multiplication of a matrix A with the identity matrix I results in the same matrix A, and similarly for B. Thus, AB=BA for the identity matrix.

5. Are there any other matrices for which AB = BA holds true?

Yes, there are other special matrices for which AB = BA holds true. These include the zero matrix, diagonal matrices, and scalar matrices. However, these are the only exceptions, and in general, AB may not be equal to BA for most matrices.

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