If and , then is equal to :
If and , then is equal to :
Options
The correct option is D) 2B.
Working:
- Given and .
- Compute using : .
- Hence (B is idempotent).
- Therefore .
Marking Scheme
- 11 mark: showing and concluding (option D).
Hint
Write , then and regroup as ; use .
Quick Oral Answer
Substituting gives , so B is idempotent and .
Analysis & Explanation
This tests careful use of the associative property of matrix multiplication and the idempotent idea.
Concept:
- A matrix M is idempotent if . The two given relations force exactly this for B.
- Key manipulation: substitute one factor using a given relation, then regroup with associativity.
Why D is correct:
- , so .
Why the distractors are wrong:
- A (): would need , but , not A.
- B (O): would require , which the relations do not give.
- C (): assumes B is the identity; B is only idempotent, not necessarily I.
Common Mistakes
- 1Assuming implies A is the identity or B is the identity — it does not.
- 2Treating matrix multiplication as commutative and writing .
- 3Stopping at without adding B to reach .
Interesting Facts
Idempotent matrices () are exactly the projection matrices used in statistics and computer graphics.
The pair , makes both A and B idempotent, and they act like mutual identities on each other's column space.
Spotted a mistake or something unclear?
Tell us — we fix reported answers fast.
Frequently Asked Questions
What does it mean that B is idempotent?
It means — multiplying B by itself returns B. The conditions and force this property on B.
Can we conclude B is the identity matrix?
No. B is only idempotent. The identity is one special idempotent matrix, but many non-identity idempotent matrices exist, so does not make B equal to I.