Which of the following is the reversal law of transposes?
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 and be two matrices such that the product is defined. Let the dimensions of matrix be and the dimensions of matrix be . The product matrix will have dimensions of , and its transpose will have dimensions .
To see why the order must reverse:
- The transpose of , denoted as , has dimensions .
- The transpose of , denoted as , has dimensions .
If we try to multiply , a matrix of size is multiplied by a matrix of size . This multiplication is not defined unless .
However, if we multiply them in the reverse order as , we multiply a matrix of size by a matrix of size . The inner dimensions match, and the resulting product matrix has dimensions , which matches the dimensions of .
By comparing the individual elements, the entry in the -th row and -th column of is the entry in the -th row and -th column of , which is given by:
This is identical to the corresponding dot product of the -th row of (which is the -th column of ) and the -th column of (which is the -th row of ):
Therefore, the equality holds, validating the relation .
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