Question Details

Which of the following is the reversal law of transposes?

Options

A

(A-B)’=B’-A’

B

(AB)’=B’A’

C

(AB)’=(BA)’

D

(A+B)’=B’+A’

Correct Answer :

(AB)’=B’A’

Solution :

The correct option is (AB)’=B’A’.

The reversal law of transposes is a fundamental property in matrix algebra. It states that the transpose of the product of two matrices is equal to the product of their transposes taken in the reverse order.

Let A and B be two matrices such that the product AB is defined. Let the dimensions of matrix A be m×n and the dimensions of matrix B be n×p. The product matrix C=AB will have dimensions of m×p, and its transpose CT=(AB) will have dimensions p×m.

To see why the order must reverse:
- The transpose of A, denoted as A, has dimensions n×m.
- The transpose of B, denoted as B, has dimensions p×n.
If we try to multiply AB, a matrix of size (n×m) is multiplied by a matrix of size (p×n). This multiplication is not defined unless m=p.
However, if we multiply them in the reverse order as BA, we multiply a matrix of size (p×n) by a matrix of size (n×m). The inner dimensions match, and the resulting product matrix has dimensions p×m, which matches the dimensions of (AB).

By comparing the individual elements, the entry in the i-th row and j-th column of (AB) is the entry in the j-th row and i-th column of AB, which is given by:
k=1nAjkBki
This is identical to the corresponding dot product of the i-th row of B (which is the i-th column of B) and the j-th column of A (which is the j-th row of A):
k=1n(B)ik(A)kj
Therefore, the equality holds, validating the relation (AB)=BA.

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