Q.If and are any two matrices of the same order, then .
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Start your 14-day free trial to unlock the full solution →The statement is false. The correct property is , not . The transpose of a product reverses the multiplication order.
The key idea here is that matrix multiplication is not commutative, and the transpose operation interacts with multiplication in a specific way — it reverses the order. Many students get this wrong because they assume the transpose distributes like ordinary multiplication, but it doesn't.
Let’s understand why.
1. What does the transpose do?
If is an matrix, its transpose (also written ) is an matrix where rows become columns and columns become rows. For any entry:
.
2. The product and its transpose
Suppose is and is . Then is , so is .
Now, what is ? By definition:
.
And is the dot product of the -th row of with the -th column of :
.
So:
.
3. Compare with
is , is . For to be defined, the number of columns of (which is ) must equal the number of rows of (which is ). That only happens if , which is not generally true. So is often not even defined — and even when it is, the dimensions don't match .
A common mistake is to assume without checking whether the multiplication is even possible. Always verify dimensions first.
4. The correct property:
Let’s check .
is , is , so is — exactly the same size as .
Now compute :
.
But , which is exactly from step 2. …
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