If $A = \begin{bmatrix} 1 & 0 \\ 0 & -1 \end{bmatrix}$ and $B = \begin{bmatrix} 0 & 1 \\ 1 & 0 \end{bmatrix}$,then $AB = \begin{bmatrix} 0 & 1 \\ -1 & 0 \end{bmatrix}$ and $BA = \begin{bmatrix} 0 & -1 \\ 1 & 0 \end{bmatrix}$. Clearly $AB \neq BA$. Thus,matrix multiplication is not commutative. Is this statement true for all matrices?

  • A
    Yes,matrix multiplication is always non-commutative.
  • B
    No,matrix multiplication can be commutative for some pairs of matrices.
  • C
    Matrix multiplication is only commutative for identity matrices.
  • D
    Matrix multiplication is only commutative for zero matrices.

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