Q.If and , then verify that:
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Start your 14-day free trial to unlock the full solution →The transpose of a sum/difference equals the sum/difference of the transposes, and scalar multiplication commutes with transposition. We verify both properties by direct computation: (i) and (ii) hold for the given matrices.
Why This Works — The Concept
Matrix transposition is a linear operation. That means it plays nicely with addition and scalar multiplication — just like taking a derivative or a complex conjugate. The two properties we're verifying are:
- Transpose of a sum:
- Transpose of a scalar multiple: (where is a constant)
Combining these gives us the two statements in the problem. We don't need to prove the general theorem here — we just need to check that the numbers work out for these specific and .
A quick mental check: transposition swaps rows and columns. So if you add two matrices first and then swap, you get the same result as swapping each first and then adding — because addition happens entry-by-entry, and swapping doesn't change which entries get added together.
Step-by-Step Verification
(i)
1. Compute
Multiply every entry of by 2:
2. Compute
Add corresponding entries of and :
3. Take the transpose of
Swap rows and columns: row 1 becomes column 1, row 2 becomes column 2, row 3 becomes column 3.
That's the left-hand side. Now compute the right-hand side.
4. Compute and
Transpose each matrix:
5. Compute
Multiply by 2:
6. Compute
Add corresponding entries:
7. Compare
Both sides equal . Verified.
A common mistake: forgetting that means multiplying after transposing, not transposing after multiplying. But since is itself a property we're using, it's consistent — just be careful with the order of operations.
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