Q.If Δ=a11a21a31a12a22a32a13a23a33 and Aij is Cofactors of aij, then value of Δ is given by (A) a11A31+a12A32+a13A33 (B) a11A11+a12A21+a13A31 (C) a21A11+a22A12+a23A13 (D) a11A11+a21A21+a31A31
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🔒 Start your 14-day free trial to unlock the full solution →Concept understanding — Determinant Evaluation Using Identities
Determinant Evaluation Using Identities
Expanding a 4×4 or 5×5 determinant term by term is painful and error-prone. The smarter route is to transform the determinant into an easy form using properties (the "identities") that change its value in a known, controlled way — then read the answer off a triangular matrix.
The geometric intuition
A determinant measures the signed "volume" of the box spanned by the rows in n-dimensional space. Sliding one row parallel to another doesn't change that volume; swapping two rows flips its sign; scaling a row scales the volume. The algebraic identities are just these facts translated into rules.
The three row (or column) operations
- Swap two rows: det→−det (sign flips).
- Scale a row by k: det→kdet (the factor comes out).
- Add a multiple of one row to a different row (Ri→Ri+λRj, i=j): det unchanged.
The identical rules hold for columns. There is also row-wise linearity: if a row is a sum Ri=Ri′+Ri′′, the determinant splits into the sum of two determinants with all other rows fixed.
Row-wise linearity is not det(A+B)=detA+detB — that is false. The splitting works one row at a time.
The strategy
- Use operation 3 to create zeros in a row or column (value unchanged).
- Factor out common factors with operation 2.
- Swap rows if needed to reach upper-triangular form (track the sign change).
- The determinant is then the product of the diagonal entries.
Worked example
det1472583610.
Apply R2→R2−4R1 and R3→R3−7R1 (no change), then R3→R3−2R2: …
Concept: Determinant Evaluation Using Cofactor Expansion — the determinant equals the sum of the products of the elements of any row (or column) with their corresponding cofactors.
Step 1: The standard expansion along the first row is
Δ=a11A11+a12A12+a13A13.
Step 2: Option (D) gives a11A11+a21A21+a31A31 — this is expansion along the first column, which is equally valid. …
The determinant Δ equals the sum of the products of the elements of any row (or column) with their corresponding cofactors. Option (D) matches the expansion along the first column: a11A11+a21A21+a31A31.
The question tests a core property of determinants: the cofactor expansion (also called Laplace expansion). A determinant is not just a number — it is built from a structured sum that respects rows and columns. The cofactor Aij carries a sign (−1)i+j times the minor (the determinant left after deleting row i and column j). The key identity is:
For any fixed row i:
Δ=ai1Ai1+ai2Ai2+ai3Ai3
For any fixed column j:
Δ=a1jA1j+a2jA2j+a3jA3j
This works because each term pairs an element with its cofactor, and the signs and minors reconstruct the full determinant. If you mix a row’s elements with cofactors from a different row, you get zero — that’s the “wrong” expansion.
Let’s check each option.
-
Option (A): a11A31+a12A32+a13A33
Here the elements are from row 1, but the cofactors are from row 3. This is an expansion using a different row’s cofactors — the result is always zero, not Δ. So (A) is wrong.
-
Option (B): a11A11+a12A21+a13A31
The elements are from row 1, but the cofactors are from column 1 (first subscript varies: A11,A21,A31). This is a mismatched mix — not a valid row or column expansion. It does not equal Δ in general. So (B) is wrong.
-
Option (C): a21A11+a22A12+a23A13
Elements from row 2, cofactors from row 1. Again, a “wrong row” expansion — gives zero. So (C) is wrong.
-
Option (D): a11A11+a21A21+a31A31 …
Method: Recognising a Valid Row/Column Cofactor Expansion
Use this to check (or answer an MCQ about) whether a given "element times cofactor" sum actually equals the determinant.
Steps
Step 1: Recall the only two valid templates
- Row expansion (fixed row i): Δ=ai1Ai1+ai2Ai2+ai3Ai3 — elements and cofactors both come from row i.
- Column expansion (fixed column j): Δ=a1jA1j+a2jA2j+a3jA3j — elements and cofactors both come from column j.
Step 2: Check whether the given expression matches one of these templates exactly
Verify that the row (or column) index of every element matches the row (or column) index of its paired cofactor consistently across all three terms. …
Common Mistakes
Mistake 1: Assuming any "element times cofactor" sum automatically equals the determinant
Why it's wrong: only sums where the row/column index of every element matches the row/column index of its paired cofactor, consistently across all three terms, actually equal Δ — an arbitrary mix of indices generally does not. Correct approach: explicitly check each option against the two valid templates (fixed-row or fixed-column expansion) before choosing.
Mistake 2: Confusing a genuine column expansion with a mismatched index pattern …
Showing the 12 most recent of 32 on this concept.
- AP EAPCET 2023Set eng-2023-05-15-AN1 markMCQQ.If the cofactors of the elements 3, 7 and 6 of the matrix 1422−14376 are a,b and c respectively, then [a b c]142+[a b c]376= (A) −1 (B) 1 (C) 0 (D) 3
›Reveal solutionSolution
a,b,c turn out to be the cofactors of the matrix's third column, and the two
vectors being dotted with [a b c] are exactly its first and third columns. The
Laplace-expansion identity makes both dot products come out to (a multiple of) the
matrix's determinant, which here is 0 — so the sum is 0.
Concept and Intuition
For a 3×3 matrix A, the cofactor expansion identity says: if you take the
entries of any column of A and dot them with the cofactors of a matching column,
you get det(A); if you dot them with the cofactors of a different column, you get
0 (this is the algebraic content behind A⋅adj(A)=det(A)I). Recognising
that the two given vectors, (1,4,2)T and (3,7,6)T, are precisely columns 1 and 3
of the matrix — and that a,b,c are the cofactors of column 3 — turns this into a
one-line application of that identity instead of brute-force computation (though brute
force also works and is done below to double-check).
Step-by-Step Solution
- The matrix is M=1422−14376. The entries 3,7,6 sit at positions (1,3),(2,3),(3,3) — all in column 3. So a=C13, b=C23, c=C33.
- Compute C13 (delete row 1, col 3; sign (+1)1+3=+):
C13=+42−14=4(4)−(−1)(2)=16+2=18.
- Compute C23 (delete row 2, col 3; sign (−1)2+3=−):
C23=−1224=−(1⋅4−2⋅2)=−(0)=0.
- Compute C33 (delete row 3, col 3; sign (+1)3+3=+):
C33=+142−1=1(−1)−2(4)=−1−8=−9.
- So [a b c]=[18 0 −9].
- First dot product: [a b c]142=18(1)+0(4)+(−9)(2)=18−18=0. …
- AP EAPCET 2024Set eng-2024-05-21-AN1 markMCQQ.a+b+2cccab+c+2aabbc+a+2b= (A) (a+b+c)3 (B) 2(a+b+c)3 (C) 3(a+b+c)3 (D) (a+b+c)
›Reveal solutionSolution
Writing each diagonal entry as s+(off-diagonal-like term) where s=a+b+c reveals the matrix as sI plus a rank-1 correction, whose determinant works out cleanly to 2(a+b+c)3 using the determinant lemma (or row operations).
Concept and Intuition
Many "cyclic-symmetric" determinants like this one simplify beautifully once you notice a+b+2c=(a+b+c)+c, etc. — subtracting off the common sum s=a+b+c from every diagonal entry turns the matrix into sI (a multiple of the identity) plus a very simple rank-1 matrix whose every row is identical. Determinants of sI+rank-1 matrices have a clean closed form.
Step-by-Step Solution
- Let s=a+b+c. Rewrite diagonal entries: a+b+2c=s+c, b+c+2a=s+a, c+a+2b=s+b.
- The matrix becomes:
M=s+cccas+aabbs+b
- Subtract sI: M−sI=cccaaabbb — every row is the same vector (c,a,b), so M−sI has rank 1: M−sI=1vT where 1=(1,1,1)T and v=(c,a,b)T.
- So M=sI+1vT. The determinant lemma (matrix determinant lemma) gives: det(sI+1vT)=s3+s2(vT1) …
- AP EAPCET 2021Set eng-2021-08-19-AN1 markMCQQ.The value of b+cbcac+acaba+b is (A) abc (B) (a+b)(b+c)(c+a) (C) 4abc (D) (a−b)(b−c)(c−a)
›Reveal solutionSolution
This classic 3×3 determinant simplifies via row operations (adding all rows together makes every entry in one row equal to a+b+c) to the closed form 4abc, confirmed by direct numeric substitution.
Concept and Intuition
Many "nice" symmetric determinants like this one are best handled by first performing a row or column operation that reveals a common factor (here, adding all three rows makes every entry in the new row equal, exposing an (a+b+c) or similar factor), then simplifying the reduced 2×2 structure. When the algebra gets intricate, a quick numeric sanity check with simple values of a,b,c is an efficient way to confirm which answer choice matches.
Step-by-Step Solution
- The determinant is b+cbcac+acaba+b.
- Apply R1→R1+R2+R3: the new first row becomes (b+c+b+c, a+c+a+c, a+b+a+b)... more carefully, summing column-wise: column 1 sum =(b+c)+b+c=b+2c... to avoid an error-prone symbolic expansion, verify by direct numeric substitution instead (a clean, reliable check for this type of determinant).
- Numeric check: let a=1,b=2,c=3. The matrix becomes 523143123.
- Expand along Row 1: det=5(4⋅3−2⋅3)−1(2⋅3−2⋅3)+1(2⋅3−4⋅3)=5(12−6)−1(0)+1(6−12)=30−0−6=24. …
- AP EAPCET 2024Set eng-2024-05-19-AN1 markMCQQ.1a2a31b2b31c2c3= (A) (a−b)(b−c)(c−a)(a+b+c) (B) (a−b)(b−c)(c−a) (C) (a−b)(b−c)(a−c)(ab+bc+ca) (D) (a−b)(b−c)(c−a)(ab+bc+ca)
›Reveal solutionSolution
This determinant is a known generalised-Vandermonde identity that factors as (a−b)(b−c)(c−a)(ab+bc+ca) — verified numerically, option (D).
Concept and Intuition
Determinants with rows 1,x,x2 (Vandermonde) factor neatly as (a−b)(b−c)(c−a). When the exponent pattern is not consecutive (here 0,2,3 instead of 0,1,2), the determinant still factors into the Vandermonde piece times an extra symmetric-polynomial factor — here that extra factor turns out to be e2=ab+bc+ca (the second elementary symmetric polynomial), since the exponent set {0,2,3} is the base set {0,1,2} shifted up by the partition (0,1,1), whose associated Schur polynomial is exactly e2.
Rather than rely purely on this identity from memory, verifying with actual numbers is the safest exam technique.
Step-by-Step Solution
- Expand the determinant along the first row (all entries 1): D=(b2c3−b3c2)−(a2c3−a3c2)+(a2b3−a3b2) =b2c2(c−b)+a2c2(a−c)+a2b2(b−a).
- Rather than fully factor symbolically, test with concrete numbers: let a=1,b=2,c=3.
- Direct determinant: rows (1,1,1), (1,4,9), (1,8,27). D=1(4⋅27−9⋅8)−1(1⋅27−9⋅1)+1(1⋅8−4⋅1)=1(108−72)−1(27−9)+1(8−4)=36−18+4=22.
- Test option (D): (a−b)(b−c)(c−a)(ab+bc+ca) with these values: (1−2)(2−3)(3−1)=(−1)(−1)(2)=2; ab+bc+ca=2+6+3=11; product =2×11=22. Matches D=22. …
- AP EAPCET 2021Set eng-2021-08-20-FN1 markMCQQ.What is the value of aa−bb+cbb−cc+acc−aa+b=? (A) a3+b3+c3+3abc (B) a3+b3+c3−3abc (C) a3+b3+c3−6abc (D) a3+b3+c3+6abc
›Reveal solutionSolution
Direct cofactor expansion of the determinant shows all cross terms cancel, leaving the
classical identity a3+b3+c3−3abc.
Concept and Intuition
This is a disguised version of the well-known factorisation
a3+b3+c3−3abc=(a+b+c)(a2+b2+c2−ab−bc−ca), packaged as a determinant. Expanding carefully
term by term (rather than guessing) confirms which of the four sign variants is correct.
Step-by-Step Solution
- Expand along the first row: D=a[(b−c)(a+b)−(c−a)(c+a)]−b[(a−b)(a+b)−(c−a)(b+c)]+c[(a−b)(c+a)−(b−c)(b+c)].
- Compute each bracket:
- (b−c)(a+b)−(c−a)(c+a)=ab+b2−ac−bc−c2+a2
- (a−b)(a+b)−(c−a)(b+c)=a2−b2−bc−c2+ab+ac
- (a−b)(c+a)−(b−c)(b+c)=ac+a2−bc−ab−b2+c2
- Multiply through by a, −b, c respectively and add. All the mixed quadratic-times-linear terms (a2b,ab2,a2c,ac2,b2c,bc2) cancel in pairs, leaving only a3+b3+c3 from the cubic terms and −3abc from the three abc contributions (one from each bracket). …
- AP EAPCET 2026Set eng-2026-05-13-AN1 markMCQQ.If A=a2b3c2bc2a3c3ab and det(A)=pa3+qb3+rc3+s(abc), then p+q+r+s= (A) 12 (B) 20 (C) 24 (D) 30
›Reveal solutionSolution
Expanding the determinant gives −6a3−4b3−9c3+31abc, so p+q+r+s=−6−4−9+31=12 — option (A).
det(A)=a2b3c2bc2a3c3ab=a(cb−6a2)−2b(2b2−9ac)+3c(4ab−3c2).
Expand:
=abc−6a3−4b3+18abc+12abc−9c3=−6a3−4b3−9c3+31abc. …
- AP EAPCET 2022Set eng-2022-07-04-FN1 markMCQQ.For i=1,2,3 and j=1,2,3. If ai2+bi2+ci2=1, aiaj+bibj+cicj=0, ∀i=j and A=a1b1c1a2b2c2a3b3c3 then det(AAT)= (A) 0 (B) 1 (C) −1 (D) 3
›Reveal solutionSolution
The conditions given say the rows of A form an orthonormal set, which is precisely the condition AAT=I; so its determinant is 1. Answer: 1.
Concept and Intuition
For a matrix A with rows R1,R2,R3, the (i,j) entry of AAT is exactly the dot product Ri⋅Rj. The problem states ai2+bi2+ci2=1 (each row is a unit vector) and aiaj+bibj+cicj=0 for i=j (distinct rows are perpendicular). Together these say the rows are orthonormal — which is the defining property of an orthogonal matrix, for which AAT=I.
Step-by-Step Solution
- Write (AAT)ij=Ri⋅Rj=aiaj+bibj+cicj.
- For i=j: (AAT)ii=ai2+bi2+ci2=1 (given).
- For i=j: (AAT)ij=aiaj+bibj+cicj=0 (given).
- So AAT=I3, the 3×3 identity matrix.
- det(AAT)=det(I3)=1.
Common Mistakes …
- AP EAPCET 2021Set eng-2021-08-20-AN1 markMCQQ.If k∈R and detA=a1a2a3b1b2b3c1c2c3=k then detB=a1a2+2a1a3b1b2+2b1b3c1c2+2c1c3 is equal to (A) 0 (B) 2K (C) K (D) K2
›Reveal solutionSolution
detB is obtained from detA by the elementary row operation R2→R2+2R1, which
leaves a determinant unchanged; so detB=detA=k.
Concept and Intuition
A core determinant property: adding a scalar multiple of one row to another row does not change the determinant's value. This is because splitting the determinant using linearity in
row 2 gives the original determinant plus 2× a determinant with two identical rows (rows 1
and the added copy of row 1), and any determinant with two identical rows is exactly zero.
Step-by-Step Solution
- detB=a1a2+2a1a3b1b2+2b1b3c1c2+2c1c3.
- By linearity in row 2, split this into two determinants: detB=a1a2a3b1b2b3c1c2c3+2a1a1a3b1b1b3c1c1c3. …
- AP EAPCET 2026Set eng-2026-05-12-AN1 markMCQQ.−a2abacab−b2bcacbc−c2= (A) a2b2c2 (B) 2a2b2c2 (C) 3a2b2c2 (D) 4a2b2c2
›Reveal solutionSolution
Factoring a, b, c out of the three rows reduces the determinant to a simpler ±1-coefficient determinant that evaluates to 4abc, giving a total of 4a2b2c2. Answer: (D).
Concept and Intuition
Each row of the given determinant has a common factor: row 1 is a⋅(−a,b,c), row 2 is b⋅(a,−b,c), row 3 is c⋅(a,b,−c). Pulling a common factor out of a row simply multiplies the determinant by that factor (a standard determinant property), so we can simplify before directly expanding the messier original 3×3 determinant.
Step-by-Step Solution
- Original determinant: −a2abacab−b2bcacbc−c2.
- Factor a from row 1, b from row 2, c from row 3:
=abc−aaab−bbcc−c
- Expand this reduced determinant along the first row: −a−bbc−c−baac−c+caa−bb …
- AP EAPCET 2021Set eng-2021-08-23-AN1 markMCQQ.If x3+2x2+3x−2x3−x2−2x−1x2+2x+43x3−2x2+4x−2=ax6+bx5+cx4+dx3+ex2+fx+g, then a+b+c+d+e+f= (A) 23 (B) 25 (C) 21 (D) 20
›Reveal solutionSolution
Evaluating the determinant-polynomial at x=1 gives the sum of ALL coefficients (including the constant g); evaluating at x=0 isolates g alone. Subtracting removes g, leaving a+b+c+d+e+f=25.
Concept and Intuition
If P(x)=ax6+bx5+cx4+dx3+ex2+fx+g, a classic trick to get the sum of coefficients excluding the constant term is: P(1)=a+b+c+d+e+f+g gives the sum of all coefficients (since every power of 1 is 1), while P(0)=g isolates just the constant term. So P(1)−P(0)=a+b+c+d+e+f. Here P(x) is defined as the given 2×2 determinant, so we just need to evaluate that determinant at x=1 and x=0 directly — no need to expand the full degree-6 polynomial.
Step-by-Step Solution
- The determinant is x3+2x2+3x−2x3−x2−2x−1x2+2x+43x3−2x2+4x−2.
- At x=1: top-left =1+2+3−2=4; top-right =1+2+4=7; bottom-left =1−1−2−1=−3; bottom-right =3−2+4−2=3. Determinant =4(3)−7(−3)=12+21=33=P(1)=a+b+c+d+e+f+g. …
- AP EAPCET 2025Set eng-2025-05-23-FN1 markMCQQ.2311+131/31+1/231/91+1/431/271+…∞= (A) 0 (B) 21 (C) −21 (D) −1
›Reveal solutionSolution
Expand each 2×2 determinant, recognise two independent geometric series in the result, and sum them separately. Answer: (C).
Concept and Intuition
Every term in the sum is a 2×2 determinant with a fixed bottom row (31), so a3b1=a−3b splits linearly into an a-part and a b-part. Once each part is recognised as its own geometric progression, the infinite sum is just the difference of two standard geometric series sums, 1−rfirst term.
Step-by-Step Solution
- General term: an3bn1=an⋅1−bn⋅3=an−3bn.
- First-column values across the given terms: 2,1,21,41,… — a geometric sequence with first term 2 and ratio 21: an=2(21)n−1.
- Second-column values: 1,31,91,271,… — geometric with first term 1 and ratio 31: bn=(31)n−1. …
- AP EAPCET 2021Set eng-2021-08-23-FN1 markMCQQ.1−132103222022202120242023= (A) 8494−1611313 (B) 8494−1613312 (C) 8494−1613313 (D) 849416111313
›Reveal solutionSolution
Multiplying the given 3×3 matrix by itself, entry by entry using the row-times-column rule, produces 8494−1613313, matching option (C).
Concept and Intuition
Matrix multiplication of a square matrix A with itself (A×A=A2) is computed entry by entry: the (i,j) entry of the product is the dot product of row i of the first matrix with column j of the second matrix. Carrying this out carefully for all 9 entries of a 3×3 matrix gives the resulting product matrix.
Step-by-Step Solution
Let A=1−13210322. Compute A2=A⋅A entry by entry (row i of A dotted with column j of A):
- (1,1): 1(1)+2(−1)+3(3)=1−2+9=8
- (1,2): 1(2)+2(1)+3(0)=2+2+0=4
- (1,3): 1(3)+2(2)+3(2)=3+4+6=13
- (2,1): −1(1)+1(−1)+2(3)=−1−1+6=4
- (2,2): −1(2)+1(1)+2(0)=−2+1+0=−1
- (2,3): −1(3)+1(2)+2(2)=−3+2+4=3
- (3,1): 3(1)+0(−1)+2(3)=3+0+6=9
- (3,2): 3(2)+0(1)+2(0)=6+0+0=6
- (3,3): 3(3)+0(2)+2(2)=9+0+4=13
Assembling these gives A2=8494−1613313, which is an exact, entry-by-entry match with option (C). …
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