Q.(aA)−1=a1A−1, where a is any real number and A is a square matrix.
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Adjoint Matrix Property
The Adjoint Matrix and Its Central Property
You have a square matrix A and want to find A−1. There is a clean route through the adjoint (or adjugate) of A — a matrix built from the cofactors of A that has a beautiful relationship with A itself.
The intuition
For a 2×2 matrix you already know the inverse:
A=(acbd),A−1=ad−bc1(d−c−ba).
That second matrix, (d−c−ba), is exactly adj(A). The adjoint is the object you multiply by 1/det(A) to recover the inverse.
In Indian exam usage, "adjoint" always means the adjugate — the transpose of the cofactor matrix — not the Hermitian conjugate.
Building the adjoint
For each entry aij of an n×n matrix, the cofactor is
Cij=(−1)i+jMij,
where Mij is the minor (the determinant left after deleting row i and column j). Collect the cofactors into the cofactor matrix, then transpose:
adj(A)=[Cij]T,
so the (i,j) entry of adj(A) is Cji.
The central property
A⋅adj(A)=adj(A)⋅A=det(A)In.
Why? The (i,i) entry of Aadj(A) is ai1Ci1+⋯+ainCin — precisely the expansion of det(A) along row i. An off-diagonal (i,j) entry is the expansion of a determinant with two equal rows, which is 0.
Consequences
- If det(A)=0: A−1=det(A)1adj(A).
- If det(A)=0: A⋅adj(A)=O, so the adjoint annihilates A.
- Order fact: det(adj(A))=det(A)n−1. …
This is a "true or false" statement, so test the claim exactly as written: it asserts the identity for any real number a.
For a=0 (and A invertible) the identity is correct, because
(aA)(a1A−1)=a⋅a1(AA−1)=I. …
False — the identity (aA)−1=a1A−1 is valid only when a=0 (and A is invertible); the word "any" wrongly includes a=0, where aA has no inverse.
What the statement claims
It says (aA)−1=a1A−1 for any real number a. To decide true or false we must check whether it holds for every allowed a.
Where it is true
When a=0 and A is invertible, the formula is a genuine identity. Verify by multiplying:
(aA)(a1A−1)=(a⋅a1)(AA−1)=1⋅I=I,
and similarly on the other side, so a1A−1 really is the inverse of aA.
Where it breaks …
Method: Testing a "For Any Value of a" Matrix Identity Claim
Use this method whenever a statement claims an identity holds for "any real number a" (or a similarly unrestricted quantifier) — verify the general case, then deliberately hunt for an excluded/edge value that breaks it.
Steps
Step 1: Verify the identity in the generic (well-behaved) case
Check that the claimed formula is algebraically valid under the "obvious" assumptions — here, for a=0 and A invertible:
(aA)(a1A−1)=(a⋅a1)(AA−1)=I
This confirms the formula's mechanics are correct in the ordinary case.
Step 2: Identify what the "any" quantifier actually commits you to
A statement claiming something holds for "any real number a" is a universal claim — it must hold for EVERY value of a, with no exceptions, to be judged true.
Step 3: Hunt for a value that breaks a hidden assumption …
Common Mistakes
Mistake 1: Only checking the "normal" case and declaring the statement True
Why it's wrong: the algebra (aA)(a1A−1)=I genuinely works for a nonzero a, which tempts a student to mark the statement True without checking the word "any" against every possible value of a. Correct approach: whenever a statement uses "any"/"every"/"all", actively search for a boundary value (here a=0) that could break it before answering.
Mistake 2: Missing that a=0 also breaks the left-hand side, not just the right …
- KEAM 2022Set eng-2022-P2-B14 marksMCQQ.If A is non-singular matrix and if A−1=21[−102−41], then adj(A)= (A) [−12−410] (B) [10−24−1] (C) [1−24−10] (D) [−102−41] (E) [−110−42]
›Reveal solutionSolution
adj(A)=[10−24−1].
Concept and Intuition
Since A−1=∣A∣adj(A), we have adj(A)=∣A∣A−1; find ∣A∣ from ∣A−1∣=1/∣A∣.
Step-by-Step Solution
- A−1=21[−102−41].
- ∣A−1∣=(21)2((−10)(1)−(−4)(2))=41(−10+8)=−21.
- ∣A∣=∣A−1∣1=−2. …
- KEAM 2024Set eng-2024-06084 marksMCQQ.If A=[3275], then A2(adjA) is (A) I (B) 4I (C) 2A (D) 3A (E) A
›Reveal solutionSolution
Use A(adjA)=(detA)I with detA=1.
For A=[3275], detA=15−14=1.
The fundamental identity is A(adjA)=(detA)I=1⋅I=I.
Therefore …
- KEAM 2024Set eng-2024-06074 marksMCQQ.Let A be a 3×3 matrix with ∣A∣=7. If B=3A, then the value of ∣B∣∣adjA∣ is equal to (A) 37 (B) 97 (C) 949 (D) 277 (E) 2749
›Reveal solutionSolution
Use ∣kA∣=kn∣A∣ and ∣adjA∣=∣A∣n−1 for n=3. …
- KEAM 2025Set eng-2025-04234 marksMCQQ.Let A be a 3×3 matrix and let B=3A. If ∣A∣=5, then the value of ∣3A∣∣adj B∣ is equal to (A) 27 (B) 125 (C) 25 (D) 135 (E) 81
›Reveal solutionSolution
With |B| = 135, |adj B| = 135^2, so |adj B|/|3A| = 135.
Concept and Intuition
For an n x n matrix, |adj B| = |B|^(n-1); here n = 3 so it is |B|^2. Also |3A| = 3^3 |A| = |B|. The ratio collapses to |B|.
Step-by-Step Solution
- |B| = |3A| = 3^3 * |A| = 27 * 5 = 135.
- |adj B| = |B|^(3-1) = 135^2.
- |adj B| / |3A| = 135^2 / 135 = 135. …
- KEAM 2025Set eng-2025-04284 marksMCQQ.If A=10012011−2 then ∣adj(adjA)∣ is equal to (A) 16 (B) 256 (C) 128 (D) -256 (E) -16
›Reveal solutionSolution
For an n×n matrix, ∣adj(adjA)∣=∣A∣(n−1)2. Here n=3, ∣A∣=−4, so (−4)4=256.
A is upper triangular, so ∣A∣=1⋅2⋅(−2)=−4.
Using ∣adjA∣=∣A∣n−1 twice, for n=3: …
- KEAM 2025Set eng-2025-04274 marksMCQQ.Let A be a square matrix of order 3 and ∣A∣=9. Then ∣adj(adjA)∣= (A) 6561 (B) 6564 (C) 6569 (D) 8187 (E) 8164
›Reveal solutionSolution
∣adj(adjA)∣=∣A∣(n−1)2; with n=3, ∣A∣=9 this is 94=6561.
For an n×n matrix, ∣adjA∣=∣A∣n−1. Applying twice, …
- KEAM 2024Set eng-2024-06094 marksMCQQ.If B=112α34334 is the adjoint of 3×3 matrix A and ∣A∣=4, then the value of α is (A) 4 (B) 7 (C) 9 (D) 11 (E) 13
›Reveal solutionSolution
Since B=adjA for a 3×3 matrix, ∣B∣=∣A∣2=16; solving 2α−6=16 gives α=11.
For an n×n matrix, ∣adjA∣=∣A∣n−1. With n=3 and ∣A∣=4, ∣B∣=42=16.
Compute detB for B=112α34334: …
- KEAM 2023Set eng-2023-P2-B24 marksMCQQ.Suppose A=a1a2a3b1b2b3c1c2c3 is an adjoint of the matrix 111343334. The value of b1a2a1+b2+c3 is (A) 0 (B) 3 (C) 1 (D) 2 (E) 4
›Reveal solutionSolution
The adjoint has trace 9 and b1·a2 = 3, so the ratio is 3.
Concept and Intuition
Compute the adjoint of the given matrix (transpose of the cofactor matrix); then read off the required diagonal sum and specific off-diagonal entries.
Step-by-Step Solution
- For M = [[1,3,3],[1,4,3],[1,3,4]], det(M) = 1.
- Cofactors give adj(M) = [[7,−3,−3],[−1,1,0],[−1,0,1]].
- a1 = 7, b2 = 1, c3 = 1 ⇒ a1+b2+c3 = 9 (trace). …
- KEAM 2023Set eng-2023-P2-B24 marksMCQQ.If A=[5a3−b2] and A⋅adjA=AAT, then which of the following statements is true (A) 5a−b=−5 (B) 5a+b=10 (C) det(A)<0 (D) A is symmetric (E) det(A)≥0
›Reveal solutionSolution
The condition forces det(A) = 13, which is ≥ 0.
Concept and Intuition
A·adj(A) = det(A)·I always, so the condition A·adj A = AA^T means AA^T = det(A)·I. This requires the off-diagonal of AA^T to vanish and the diagonal to equal det(A).
Step-by-Step Solution
- A = [[5a, −b],[3, 2]]. AA^T = [[25a²+b², 15a−2b],[15a−2b, 13]].
- det(A)·I = [[10a+3b, 0],[0, 10a+3b]].
- Off-diagonal: 15a − 2b = 0 ⇒ b = 7.5a.
- Lower-right: 13 = det(A) = 10a + 3b ⇒ 32.5a = 13 ⇒ a = 0.4, b = 3. …
- KEAM 2023Set eng-2023-P2-B24 marksMCQQ.Let A be an invertible matrix of size 4×4 with complex entries. If the determinant of adj (A) is 5, then the number of possible value of determinant of A is (A) 1 (B) 4 (C) 6 (D) 3 (E) 2
›Reveal solutionSolution
det(adj A) = det(A)³ = 5 has 3 complex cube-root solutions for det(A).
Concept and Intuition
For an n×n matrix, det(adj A) = (det A)^(n−1). With complex entries det(A) may be any complex number satisfying the resulting equation.
Step-by-Step Solution
- n = 4, so det(adj A) = det(A)^(4−1) = det(A)³.
- det(A)³ = 5. …
- KEAM 2022Set eng-2022-P2-B14 marksMCQQ.Let A=211110−2−13 and let B=∣A∣adj(A). Then ∣B∣= (A) 256 (B) 64 (C) 512 (D) 1024 (E) 128
›Reveal solutionSolution
∣B∣=1024.
Concept and Intuition
For an n×n matrix, ∣kM∣=kn∣M∣ and ∣adj(A)∣=∣A∣n−1.
Step-by-Step Solution
- Compute ∣A∣=2(1⋅3−(−1)⋅0)−1(1⋅3−(−1)⋅1)+(−2)(1⋅0−1⋅1).
- =2(3)−1(4)+(−2)(−1)=6−4+2=4.
- B=∣A∣adj(A)=4adj(A), so ∣B∣=43∣adj(A)∣ (since n=3).
- ∣adj(A)∣=∣A∣n−1=42=16.
- ∣B∣=64×16=1024. …
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