Q.Which of the following properties is/are true for two matrices of suitable orders?
(A)
(B) (i),
(C)
(D)
The transpose of a sum is the sum of transposes, and the transpose of a product reverses the order. Only statements (i) and (iv) are correct.
The transpose operation flips a matrix over its diagonal — rows become columns and columns become rows. The key intuition is that transposition distributes over addition but reverses the order of multiplication. This reversal is not arbitrary; it comes from the fact that when you multiply two matrices and then transpose, the dimensions must still match, which forces the order swap.
Let’s check each statement carefully.
-
Statement (i):
This is true. Transposition is a linear operation — adding two matrices and then transposing gives the same result as transposing each first and then adding. Element-wise, the entry of is , which is exactly the entry of .
-
Statement (ii):
This is false. The correct property is , because transposition distributes over subtraction just as it does over addition. The given expression has the order swapped, which is wrong. For example, take and ; the left side gives , while the right side gives , which are not equal.
-
Statement (iii):
This is false. The correct property is — the order of multiplication reverses. The reason is dimensional: if is and is , then is , so is . For to be defined, would need to be and would be , which cannot multiply in that order unless . The correct product has as and as , giving a result — matching dimensions perfectly.
A common mistake is to forget the reversal in the transpose of a product. Always remember: the transpose of a product is the product of the transposes in reverse order.
- Statement (iv): This is true. The scalar is a constant, so it factors out unchanged: . The order reversal is the same as in statement (iii), and the scalar simply tags along.
You can remember the reversal rule by thinking of socks and shoes: you put on socks then shoes, but to undo (transpose) you take off shoes first then socks — the order reverses.
Only statements (i) and (iv) are correct.
The correct option is (D) (i) and (iv).
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