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Chapter 4 · Determinants

Exercise 4.3 · Q5 (MCQ): Which expression equals Δ\Delta⁠?

Exercise 4.3Minors and cofactors · Section 4.4
The question

If

Δ=∣a11a12a13a21a22a23a31a32a33∣\Delta = \begin{vmatrix} a_{11} & a_{12} & a_{13} \\ a_{21} & a_{22} & a_{23} \\ a_{31} & a_{32} & a_{33} \end{vmatrix}

and AijA_{ij} is Cofactors of aija_{ij}⁠, then value of Δ\Delta is given by

(A) a11A31+a12A32+a13A33a_{11}A_{31} + a_{12}A_{32} + a_{13}A_{33}
(B) a11A11+a12A21+a13A31a_{11}A_{11} + a_{12}A_{21} + a_{13}A_{31}
(C) a21A11+a22A12+a23A13a_{21}A_{11} + a_{22}A_{12} + a_{23}A_{13}
(D) a11A11+a21A21+a31A31a_{11}A_{11} + a_{21}A_{21} + a_{31}A_{31}

Exam answer

Expanding Δ\Delta along C1C_1 (each element of C1C_1 times its own cofactor):

Δ=a11A11+a21A21+a31A31\begin{aligned} \Delta &= a_{11}A_{11} + a_{21}A_{21} \\ &\quad + a_{31}A_{31} \end{aligned}

Answer: (D) a11A11+a21A21+a31A31a_{11}A_{11} + a_{21}A_{21} + a_{31}A_{31}

Want the reason behind every step, the basics and the checks?

The one idea this problem is built on

Δ\Delta is obtained by taking one row or one column, multiplying each of its elements by its own cofactor, and adding. So in a correct expression, each element aija_{ij} must be paired with AijA_{ij} (the same subscripts), and the three elements must form a single row or column. Only (D) does this: it is the expansion along the first column.

Given, to find, and the plan
Given
A general 3×33\times3 determinant Δ\Delta and its cofactors AijA_{ij}⁠.
To find
Which of the four expressions always equals Δ\Delta⁠.
Plan
(1) Write out the cofactors we need. (2) Prove (D) equals Δ\Delta for every determinant, by comparing it term by term with the first-row expansion. (3) Show (A) and (C) are always 0. (4) Show (B) is not Δ\Delta in general. (5) Give one explicit determinant on which (A), (B), (C) all fail, and summarise.

Basics you need

1Cofactor

Aij=(−1)i+jMijA_{ij} = (-1)^{i+j}M_{ij}⁠, where MijM_{ij} is the determinant left after deleting row ii and column jj (Section 4.4, Definitions 1 and 2). Lesson: minors and cofactors

2The definition of Δ\Delta

Expansion along R1R_1 (Section 4.2.3, equation (1)):

Δ=a11a22a33−a11a23a32−a12a21a33+a12a23a31+a13a21a32−a13a22a31.\begin{aligned} \Delta &= a_{11}a_{22}a_{33} - a_{11}a_{23}a_{32}\\ &\quad - a_{12}a_{21}a_{33} + a_{12}a_{23}a_{31}\\ &\quad + a_{13}a_{21}a_{32} - a_{13}a_{22}a_{31}. \end{aligned}

Lesson: expanding a 3 × 3 determinant

3Sign pattern
+−+−+−+−+\begin{matrix} + & - & + \\ - & + & - \\ + & - & + \end{matrix}

Basics: the + − + sign pattern

4To reject a "for all" claim

One determinant for which an expression differs from Δ\Delta is enough to show it is not "the value of Δ\Delta". Basics: algebra the chapter leans on

Solution

  1. The cofactors we will need

    Delete the row and column of each position and attach (−1)i+j(-1)^{i+j}⁠:

    A11=+(a22a33−a23a32),A12=−(a21a33−a23a31),A13=+(a21a32−a22a31),A21=−(a12a33−a13a32),A31=+(a12a23−a13a22),A32=−(a11a23−a13a21),A33=+(a11a22−a12a21).\begin{aligned} A_{11} &= +(a_{22}a_{33} - a_{23}a_{32}),\\ A_{12} &= -(a_{21}a_{33} - a_{23}a_{31}),\\ A_{13} &= +(a_{21}a_{32} - a_{22}a_{31}),\\ A_{21} &= -(a_{12}a_{33} - a_{13}a_{32}),\\ A_{31} &= +(a_{12}a_{23} - a_{13}a_{22}),\\ A_{32} &= -(a_{11}a_{23} - a_{13}a_{21}),\\ A_{33} &= +(a_{11}a_{22} - a_{12}a_{21}). \end{aligned}
    For example, A21A_{21}⁠: delete R2R_2 and C1C_1⁠, leaving a12,a13a_{12}, a_{13} over a32,a33a_{32}, a_{33}⁠, whose determinant is a12a33−a13a32a_{12}a_{33} - a_{13}a_{32}⁠; position (2, 1) has sign −-⁠. The others are found the same way (Example 10 of the book does A11A_{11} and A21A_{21}⁠).
    Section 4.4, Definitions 1 and 2; Example 10. Lesson: minors and cofactors
  2. (D) equals Δ\Delta for every determinant

    Substitute the cofactors of column 1:

    a11A11+a21A21+a31A31=a11a22a33−a11a23a32−a21a12a33+a21a13a32+a31a12a23−a31a13a22.\begin{aligned} &a_{11}A_{11} + a_{21}A_{21} + a_{31}A_{31}\\ &= a_{11}a_{22}a_{33} - a_{11}a_{23}a_{32}\\ &\quad - a_{21}a_{12}a_{33} + a_{21}a_{13}a_{32}\\ &\quad + a_{31}a_{12}a_{23} - a_{31}a_{13}a_{22}. \end{aligned}

    Compare with Basic 2, reordering the factors in each product:

    Term of (D)Same as term of Δ\Delta
    a11a22a33a_{11}a_{22}a_{33}a11a22a33a_{11}a_{22}a_{33}
    −a11a23a32-a_{11}a_{23}a_{32}−a11a23a32-a_{11}a_{23}a_{32}
    −a21a12a33-a_{21}a_{12}a_{33}−a12a21a33-a_{12}a_{21}a_{33}
    +a21a13a32+a_{21}a_{13}a_{32}+a13a21a32+a_{13}a_{21}a_{32}
    +a31a12a23+a_{31}a_{12}a_{23}+a12a23a31+a_{12}a_{23}a_{31}
    −a31a13a22-a_{31}a_{13}a_{22}−a13a22a31-a_{13}a_{22}a_{31}

    The six terms match exactly, so (D) =Δ= \Delta for every 3×33\times3 determinant.

    (D) pairs each element of column 1 with its own cofactor, so it is the expansion along C1C_1⁠. The book states that every row and column expansion gives Δ\Delta (Section 4.2.3, equation (3), and the Remark after Example 10); the table shows it directly for this case.
    Section 4.2.3, expansion along C1C_1⁠. Lesson: expanding a 3 × 3 determinant
  3. (A) is always 0

    (A) uses the elements of row 1 with the cofactors of row 3:

    a11A31+a12A32+a13A33=a11a12a23−a11a13a22−a12a11a23+a12a13a21+a13a11a22−a13a12a21=0.\begin{aligned} &a_{11}A_{31} + a_{12}A_{32} + a_{13}A_{33}\\ &= a_{11}a_{12}a_{23} - a_{11}a_{13}a_{22}\\ &\quad - a_{12}a_{11}a_{23} + a_{12}a_{13}a_{21}\\ &\quad + a_{13}a_{11}a_{22} - a_{13}a_{12}a_{21}\\ &= 0. \end{aligned}

    The terms cancel in pairs: first with third, second with fifth, fourth with sixth.

    This is the Note in Section 4.4: elements of one row times the cofactors of another row always give 0. (It is the expansion of a determinant whose rows 1 and 3 are equal.) So (A) equals Δ\Delta only for determinants that happen to be 0, not in general.
    Section 4.4, Note; Example 11 checks the same sum for a numerical determinant.
  4. (C) is always 0

    (C) uses the elements of row 2 with the cofactors of row 1:

    a21A11+a22A12+a23A13=a21a22a33−a21a23a32−a22a21a33+a22a23a31+a23a21a32−a23a22a31=0.\begin{aligned} &a_{21}A_{11} + a_{22}A_{12} + a_{23}A_{13}\\ &= a_{21}a_{22}a_{33} - a_{21}a_{23}a_{32}\\ &\quad - a_{22}a_{21}a_{33} + a_{22}a_{23}a_{31}\\ &\quad + a_{23}a_{21}a_{32} - a_{23}a_{22}a_{31}\\ &= 0. \end{aligned}

    Again the terms cancel in pairs (first with third, second with fifth, fourth with sixth).

    Same reason as (A): the elements and the cofactors come from different rows. This is exactly the example written out in the Note of Section 4.4.
  5. (B) mixes a row with a column

    (B) multiplies the elements of row 1 (a11,a12,a13a_{11}, a_{12}, a_{13}⁠) by the cofactors of column 1 (A11,A21,A31A_{11}, A_{21}, A_{31}⁠). Only the first pair has matching subscripts. Substituting:

    a11A11+a12A21+a13A31=a11(a22a33−a23a32)−a12(a12a33−a13a32)+a13(a12a23−a13a22).\begin{aligned} &a_{11}A_{11} + a_{12}A_{21} + a_{13}A_{31}\\ &= a_{11}(a_{22}a_{33} - a_{23}a_{32})\\ &\quad - a_{12}(a_{12}a_{33} - a_{13}a_{32})\\ &\quad + a_{13}(a_{12}a_{23} - a_{13}a_{22}). \end{aligned}

    This contains −a122a33-a_{12}^2a_{33} and −a132a22-a_{13}^2a_{22}⁠, squares of elements, which never occur in Δ\Delta (each term of Δ\Delta uses one element from each row). So (B) is not Δ\Delta in general.

    The second and third terms of (B) pair a12a_{12} with A21A_{21} and a13a_{13} with A31A_{31}⁠: the subscripts are swapped, so the element is multiplied by a cofactor that belongs to a different position. Step 6 gives a numerical determinant where (B) fails.
  6. One determinant that rules out (A), (B), (C)

    Take

    Δ=∣110010001∣=1⋅(1⋅1−1⋅0)=1,\Delta = \begin{vmatrix} 1 & 1 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{vmatrix} = 1\cdot(1\cdot1 - 1\cdot0) = 1,

    expanding along R3R_3⁠, whose only nonzero entry is a33=1a_{33} = 1 (sign ++⁠, minor: rows 1 and 2, columns 1 and 2). The cofactors needed:

    A11=+∣1001∣=1,A12=−∣0001∣=0,A13=+∣0100∣=0,A21=−∣1001∣=−1,A31=+∣1010∣=0,A32=−∣1000∣=0,A33=+∣1101∣=1.\begin{aligned} A_{11} &= +\begin{vmatrix} 1 & 0 \\ 0 & 1 \end{vmatrix} = 1,\\ A_{12} &= -\begin{vmatrix} 0 & 0 \\ 0 & 1 \end{vmatrix} = 0,\\ A_{13} &= +\begin{vmatrix} 0 & 1 \\ 0 & 0 \end{vmatrix} = 0,\\ A_{21} &= -\begin{vmatrix} 1 & 0 \\ 0 & 1 \end{vmatrix} = -1,\\ A_{31} &= +\begin{vmatrix} 1 & 0 \\ 1 & 0 \end{vmatrix} = 0,\\ A_{32} &= -\begin{vmatrix} 1 & 0 \\ 0 & 0 \end{vmatrix} = 0,\\ A_{33} &= +\begin{vmatrix} 1 & 1 \\ 0 & 1 \end{vmatrix} = 1. \end{aligned}

    Now evaluate each option (a11=a12=1a_{11} = a_{12} = 1⁠, a13=0a_{13} = 0⁠; a21=0a_{21} = 0⁠, a22=1a_{22} = 1⁠, a23=0a_{23} = 0⁠; a31=a32=0a_{31} = a_{32} = 0⁠, a33=1a_{33} = 1⁠):

    OptionValueEquals Δ=1\Delta = 1⁠?
    (A)1(0)+1(0)+0(1)=01(0) + 1(0) + 0(1) = 0No
    (B)1(1)+1(−1)+0(0)=01(1) + 1(-1) + 0(0) = 0No
    (C)0(1)+1(0)+0(0)=00(1) + 1(0) + 0(0) = 0No
    (D)1(1)+0(−1)+0(0)=11(1) + 0(-1) + 0(0) = 1Yes
    One explicit determinant on which an option gives the wrong value proves that the option is not "the value of Δ\Delta" (Basic 4). This one has a single 1 off the diagonal, which is just enough to separate (B) from (D): their only difference is a12A21+a13A31a_{12}A_{21} + a_{13}A_{31} against a21A21+a31A31a_{21}A_{21} + a_{31}A_{31}⁠.
    One counterexample disproves a "for all" claim.
Result

The correct answer is (D): Δ=a11A11+a21A21+a31A31\Delta = a_{11}A_{11} + a_{21}A_{21} + a_{31}A_{31}⁠, the expansion along the first column. (Textbook answer: D.)

Check it with numbers

Take the determinant of Exercise 4.3 Q3, with rows (5,3,8)(5, 3, 8)⁠, (2,0,1)(2, 0, 1)⁠, (1,2,3)(1, 2, 3)⁠, whose value is 7. Its column-1 cofactors are A11=−2A_{11} = -2⁠, A21=7A_{21} = 7⁠, A31=3A_{31} = 3⁠, so (D) gives 5(−2)+2(7)+1(3)=75(-2) + 2(7) + 1(3) = 7⁠. ✓

For this determinant (B) gives 5(−2)+3(7)+8(3)=35≠75(-2) + 3(7) + 8(3) = 35 \ne 7⁠, and (A), (C) both give 0. The verification script checks all four options symbolically and on random integer determinants.

Common mistakes
  1. Choosing (B) because it "starts right". a11A11a_{11}A_{11} is correct, but the other two pairs have swapped subscripts.
  2. Thinking any row of elements with any row of cofactors works. Elements and cofactors must come from the same row or column; otherwise the sum is 0.
  3. Forgetting that columns count. Expansion along a column is just as valid as along a row.
What to take away
  1. Δ=∑aijAij\Delta = \sum a_{ij}A_{ij} along one row (fixed ii⁠) or one column (fixed jj⁠), with matching subscripts.
  2. Elements of one line times cofactors of a parallel line always give 0.
  3. The cofactor exercises before this one, Q3 and Q4, use exactly these expansions along R2R_2 and C3C_3⁠.

Every fact used, and where it comes from

FactUsed inSource
Minor and cofactorSteps 1, 6Section 4.4, Definitions 1 and 2; Example 10 (Lesson: minors and cofactors)
Six-term formula for Δ\Delta⁠; expansion along C1C_1Step 2Section 4.2.3, equations (1) and (3) (Lesson: expanding a 3 × 3 determinant)
Δ=\Delta = elements of any row or column times their own cofactorsStep 2Section 4.4, Remark after Example 10
Elements of a row times cofactors of another row give 0Steps 3, 4Section 4.4, Note; Example 11
One counterexample disproves a general claimStep 6Logic
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