Q.Using Cofactors of elements of third column, evaluate Δ=111xyzyzzxxy.
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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 Cofactors
We expand along the third column because its entries are yz, zx, xy — this will later reveal a factorisation.
Step 1: Cofactor expansion along column 3
Δ=yz⋅C13+zx⋅C23+xy⋅C33
where Cij=(−1)i+jMij.
Step 2: Compute each cofactor
- C13=(−1)1+311yz=(1)(z−y)
- C23=(−1)2+311xz=(−1)(z−x)=x−z
- C33=(−1)3+311xy=(1)(y−x)
Step 3: Substitute and simplify
Δ=yz(z−y)+zx(x−z)+xy(y−x)
Expand each term: …
The determinant simplifies to (x−y)(y−z)(z−x) by expanding along the third column using cofactors, exploiting the cyclic symmetry and the fact that two rows become identical when x=y, y=z, or z=x.
Why expand along the third column?
When a determinant has a column (or row) with entries that are products of variables, expanding along that column often reveals a common factor structure. Here, the third column contains yz, zx, xy — each is the product of the two variables not appearing in that row's first column entry. This pattern suggests the determinant will factor nicely into differences of the variables.
Expanding along the third column means we compute:
Δ=yz⋅C13+zx⋅C23+xy⋅C33
where Cij is the cofactor of the element in row i, column j.
Step-by-step expansion
1. Find the cofactor C13 (for element yz in row 1, column 3)
The minor M13 is the determinant of the matrix obtained by deleting row 1 and column 3:
M13=11yz=(1)(z)−(y)(1)=z−y
The cofactor C13=(−1)1+3M13=(+1)(z−y)=z−y.
2. Find the cofactor C23 (for element zx in row 2, column 3)
Delete row 2 and column 3:
M23=11xz=(1)(z)−(x)(1)=z−x
Cofactor C23=(−1)2+3M23=(−1)(z−x)=x−z.
3. Find the cofactor C33 (for element xy in row 3, column 3)
Delete row 3 and column 3:
M33=11xy=(1)(y)−(x)(1)=y−x
Cofactor C33=(−1)3+3M33=(+1)(y−x)=y−x.
4. Assemble the expansion
Δ=yz(z−y)+zx(x−z)+xy(y−x)
Now expand each term:
- yz(z−y)=yz2−y2z
- zx(x−z)=zx2−z2x
- xy(y−x)=xy2−x2y
So:
Δ=yz2−y2z+zx2−z2x+xy2−x2y
5. Factor the expression
Group terms by common factors. Notice the expression is antisymmetric — swapping any two variables changes the sign. This suggests a factor of (x−y)(y−z)(z−x).
Let's verify by expanding (x−y)(y−z)(z−x): …
Method: Expanding Along a Column Chosen for Its Factorable Structure
Use this when the question specifies a row/column whose entries hint at a hidden factorisation (e.g. products of "the other" variables).
Steps
Step 1: Expand along the specified column using cofactors
Δ=a13C13+a23C23+a33C33,Cij=(−1)i+jMij.
Step 2: Compute each 2×2 minor and attach its sign carefully
The middle term (row 2) always carries a negative sign, since (−1)2+3=−1 regardless of which column is being expanded.
Step 3: Assemble the raw polynomial expression
Substitute the cofactors into Δ and expand each product fully. …
Common Mistakes
Mistake 1: Forgetting the alternating sign on the middle cofactor
Why it's wrong: for column 3, the middle term's cofactor always carries a factor of (−1)2+3=−1 — dropping this sign flips that term and corrupts the whole assembled expression. Correct approach: write (−1)i+j explicitly for every cofactor before substituting its minor, especially the middle one.
Mistake 2: Leaving the final answer as an unfactored sum of six terms instead of recognising the compact factored form …
Showing the 12 most recent of 32 on this concept.
- 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 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-2024-05-21-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 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 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 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 2021Set eng-2021-08-25-AN1 markMCQQ.If the determinant cos2xsin2xcos2xsin2xcos2xcos2xcos2xcos2xcos2x is expanded in powers of cosx, then the constant term in the expansion is (A) 1 (B) −1 (C) 0 (D) 2
›Reveal solutionSolution
The constant term of a polynomial in cosx is exactly the value obtained by setting cosx=0. Answer: (A).
Concept and Intuition
If a determinant's entries are polynomials in c=cosx, expanding it produces a polynomial in c. Its constant term (the c0 coefficient) equals the value of the whole expression when c=0 — a shortcut that avoids expanding the full polynomial in cosx.
Step-by-Step Solution
- Write each entry in terms of c=cosx: cos2x=2c2−1, sin2x=1−c2, cos2x=c2.
- Set c=0: cos2x→−1, sin2x→1, cos2x→0.
- The matrix becomes −11−11−10−10−1. …
- 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 2026Set eng-2026-05-15-AN1 markMCQQ.If f,g,h are differentiable functions of x, then f(xf)′f′g(xg)′g′h(xh)′h′= (A) fg′−gh′ (B) gh′+xf′ (C) 0 (D) x(f′+g′+h′)
›Reveal solutionSolution
The determinant simplifies to zero because the second row is a linear combination of the first and third rows, making the rows linearly dependent.
We are asked to evaluate
Δ=f(xf)′f′g(xg)′g′h(xh)′h′
where f,g,h are differentiable functions of x.
Concept and Intuition
The key idea is to use row operations that do not change the value of a determinant, or to notice linear dependence among rows.
Here, the second row contains derivatives of products xf,xg,xh. Using the product rule,
(xf)′=f+xf′,(xg)′=g+xg′,(xh)′=h+xh′.
So the second row is actually:
(f+xf′g+xg′h+xh′).
Notice that this is exactly Row 1 plus x times Row 3:
Row 2=Row 1+x⋅Row 3.
When one row is a linear combination of the others, the determinant is zero.
Step-by-step reasoning
- Expand the second row entries using the product rule:
(xf)′=f+xf′,(xg)′=g+xg′,(xh)′=h+xh′.
- Rewrite the determinant with this expanded form:
Δ=ff+xf′f′gg+xg′g′hh+xh′h′.
- Perform a row operation that does not change the determinant: subtract Row 1 from Row 2.
New Row 2=Row 2−Row 1=(xf′xg′xh′).
So
Δ=fxf′f′gxg′g′hxh′h′. …
- 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-2021-08-25-FN1 markMCQQ.If a,b,c are real numbers such that a2+b2+c2−ab−bc−ac≤0, then (a−b+1)5a11−b11a15−b15b7−c7(b−c+2)3b17−c17c9−a9c13−a13(c−a+3)1= (A) 2abc (B) 0 (C) 24abc (D) 24
›Reveal solutionSolution
The inequality forces a=b=c; substituting collapses the matrix to a simple upper-triangular-looking form whose determinant is just the product of its surviving diagonal terms, 24.
Concept and Intuition
The expression a2+b2+c2−ab−bc−ca is a sum of squares in disguise: 21[(a−b)2+(b−c)2+(c−a)2], which can never be negative. So the given condition "≤0" combined with this built-in "≥0" forces it to be exactly zero, which only happens when a=b=c. That single deduction massively simplifies every entry of the determinant, since almost every entry is a difference of equal powers of a,b,c (which all vanish when a=b=c), leaving only three surviving diagonal-type terms.
Step-by-Step Solution
- Rewrite the condition: a2+b2+c2−ab−bc−ca=21[(a−b)2+(b−c)2+(c−a)2], which is always ≥0.
- Given this quantity is also ≤0, it must equal exactly 0, forcing (a−b)2=(b−c)2=(c−a)2=0, i.e. a=b=c.
- Substitute a=b=c into the matrix: all terms of the form b7−c7, c9−a9, a11−b11, c13−a13, a15−b15, b17−c17 become 0 (difference of equal quantities). …
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