Which of the following properties is/are true for two matrices of suitable orders? (i) (ii) (iii) (iv) (k is a scalar)
Which of the following properties is/are true for two matrices of suitable orders? (i) (ii) (iii) (iv) (k is a scalar)
Options
Correct option: (D) (i) and (iv)
Only statements (i) and (iv) are true transpose identities. (ii) and (iii) misstate the standard reversal-order rules of transpose.
Marking Scheme
- 11 mark: correct option (D) selected — requires verifying all four statements correctly.
Hint
Remember: transpose of a product reverses order — , not ; transpose of addition/subtraction does NOT reverse order.
Quick Oral Answer
Transpose of a sum keeps the same order, , but transpose of a product reverses order to — so only (i) and (iv) are correct, giving option (D).
Analysis & Explanation
This checks precise recall and application of the standard transpose laws, especially the reversal rule for products.
Concept — standard transpose laws
- — transpose distributes over addition.
- — transpose also distributes over subtraction (note the order does NOT reverse for addition/subtraction).
- — transpose of a product reverses the order of multiplication.
- for scalar k — scalars pass through unchanged.
Checking each statement
- (i) — TRUE, this is the standard addition law.
- (ii) — FALSE, the correct identity is , not B' - A' (sign is reversed incorrectly here).
- (iii) — FALSE, the correct identity is (order must reverse, not stay the same).
- (iv) — TRUE, since and scalars commute out unchanged, .
Why (D) is correct
- Only (i) and (iv) hold true, matching option (D) exactly.
Why other options are wrong
- (A) misses valid statement (iv).
- (B) wrongly includes false statements (ii) and (iii).
- (C) wrongly includes false statement (ii) and misses true statement (iv).
Common Mistakes
- 1Assuming by analogy with addition, forgetting that matrix multiplication transpose reverses order.
- 2Misremembering the subtraction rule and writing instead of the correct .
- 3Not checking every one of the four statements individually and guessing based on partial recall.
Interesting Facts
The reversal rule extends to any number of matrices: , a property heavily used in proving orthogonal matrix identities.
Transpose properties are foundational to defining symmetric () and skew-symmetric () matrices, which appear later in the very same paper.
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Frequently Asked Questions
Why does equal and not ?
This follows from how matrix multiplication is defined element-wise: the (i,j)th entry of is the dot product of row i of A and column j of B. Transposing swaps rows and columns, and to preserve the correct dimension compatibility and entry values, the order of multiplication must reverse, giving .
Does transpose reverse order for addition too?
No. Addition is commutative and transpose distributes over it directly without reversing order: . Only multiplication requires order reversal under transpose.