Miscellaneous · Q9 (MCQ): Condition from
If
is such that , then
(A)
(B)
(C)
(D)
gives , that is .
Answer: (C)
Want the reason behind every step, the basics and the checks?
Just compute . Because the diagonal entries are and , the off-diagonal entries of cancel to 0 and both diagonal entries come out as . So , and says exactly , which rearranges to option (C).
- Given
- The matrix A above, with (I is ).
- To find
- Which of the four relations must then hold.
- Plan
- (1) Compute entry by entry. (2) Equate with I. (3) Rearrange into the options' form. (4) Examine every option, disproving the wrong ones with explicit matrices.
Basics you need
; each entry is a row of A times a column of A. Basics: pair up, multiply, add
has 1 in both diagonal positions and 0 in the other two. Basics: identity and undo
Same order and equal corresponding entries. Lesson: equality of matrices
A statement that is supposed to hold for every such A is shown false by one A that satisfies but breaks the statement.
Solution
Compute , entry by entry
A is , so is defined and . The rows of A are and ; the columns are and .
The off-diagonal entries cancel because the two diagonal entries of A are and : and (numbers commute, so ). In , . So is the scalar matrix .Entry formula of Section 3.4.5. Basics: pair up, multiply, addEquate with I
means the four entries match those of . The off-diagonal ones give , always true. Both diagonal ones give the same equation:
Subtracting from both sides,
This is option (C). The steps are reversible, so it is in fact equivalent to : (C) holds exactly when .
Rearranging into the form "" lets us match it against the options, which are all written that way. Notice that both signs in front of and are minus: they came from moving and across.Definition 2 (Section 3.3.1). Lesson: equality of matricesExamine every option
Under the condition from Step 2, each option's left side becomes:
Option Left side becomes Verdict (A) Wrong. It is never 0 when . (B) , that is Wrong. Not forced. Take , : A has rows , and , but (B) gives . (C) Correct. It always holds when (Step 2). (D) , that is Wrong. Not forced. Take , : A has rows , and , but (D) gives . Options (B) and (D) are true for some matrices with (for instance (B) holds when , and (D) when ), so it is not enough to say they "look wrong". A single matrix with that breaks the option shows it does not follow from . Option (A) fails for every such matrix.A counterexample disproves a general claim. Lesson: matrix multiplication
The correct answer is (C): , so gives . (Textbook answer: C.)
Take , , . Then , so (C) holds: . Squaring A directly:
so ✓. For this matrix (A) gives 2, (B) gives and (D) gives 18, none of them 0.
- Squaring each entry instead of computing . That would give a diagonal of and and miss completely.
- Sign slip in : , not .
- Rearranging carelessly: becomes , with both terms changing sign.
- Any matrix whose diagonal entries are and squares to a scalar matrix, .
- In an MCQ with a condition, derive the condition exactly, then compare. Disprove wrong options with explicit examples that satisfy the hypothesis.
- There are many matrices with besides , for example the swap matrix with rows , .
Every fact used, and where it comes from
| Fact | Used in | Source |
|---|---|---|
| Product of matrices, entry formula | Step 1, Check | Section 3.4.5 (Lesson: matrix multiplication) |
| Identity and scalar matrices | Steps 1, 2 | Section 3.3 (v) and (vi) (Lesson: types of matrices) |
| Equality of matrices | Step 2 | Definition 2, Section 3.3.1 (Lesson: equality of matrices) |
| Counterexample matrices and the check values | Step 3, Check | Verified with sympy in the site's verification script, which also tests 400 random cases of " exactly when (C)" |
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