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Mathematics · Ch 4 — Determinants and Matrices

Minors and Cofactors of Elements of a Determinant

4.1.3

Minors and Cofactors of Elements of a Determinant

4.1.3 Minors and Cofactors of Elements of a Determinant

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

Minor. The minor of the element aija_{ij}, written MijM_{ij}, is the determinant obtained by deleting the ii-th row and jj-th column of AA — i.e. deleting exactly the row and column that contain aija_{ij}. For example:

M11=∣a22a23a32a33∣=a22a33−a32a23,M12=∣a21a23a31a33∣=a21a33−a31a23,M13=∣a21a22a31a32∣=a21a32−a31a22M_{11}=\begin{vmatrix}a_{22}&a_{23}\\a_{32}&a_{33}\end{vmatrix}=a_{22}a_{33}-a_{32}a_{23},\qquad M_{12}=\begin{vmatrix}a_{21}&a_{23}\\a_{31}&a_{33}\end{vmatrix}=a_{21}a_{33}-a_{31}a_{23},\qquad M_{13}=\begin{vmatrix}a_{21}&a_{22}\\a_{31}&a_{32}\end{vmatrix}=a_{21}a_{32}-a_{31}a_{22}

The same idea works for a 2×22\times2 determinant ∣abcd∣\begin{vmatrix}a&b\\c&d\end{vmatrix}: the minor of aa is dd (delete its row & column, leaving the single entry dd), the minor of bb is cc, the minor of cc is bb, and the minor of dd is aa.

Cofactor. The cofactor of aija_{ij}, written CijC_{ij}, attaches a sign to the minor:

Cij=(−1)i+j MijC_{ij} = (-1)^{i+j}\,M_{ij}

So cofactors alternate in sign like a checkerboard: C11=+M11C_{11}=+M_{11}, C12=−M12C_{12}=-M_{12}, C13=+M13C_{13}=+M_{13}, C21=−M21C_{21}=-M_{21}, and so on.

Expansion by minors/cofactors of any row or column. The determinant equals the sum, along any one row or column, of (element) × (its cofactor):

A=a11C11+a12C12+a13C13(expansion along row 1)A = a_{11}C_{11}+a_{12}C_{12}+a_{13}C_{13}\quad\text{(expansion along row 1)}

A=a12C12+a22C22+a32C32(expansion along column 2)A = a_{12}C_{12}+a_{22}C_{22}+a_{32}C_{32}\quad\text{(expansion along column 2)}

and similarly for any other row or column — this is exactly the freedom used in the worked examples below.

Worked Examples

Example 1(i). Find the minors and cofactors of ∣2−347∣\begin{vmatrix}2&-3\\4&7\end{vmatrix}.

Step 1: M11=7, C11=(−1)1+1(7)=7M_{11}=7,\ C_{11}=(-1)^{1+1}(7)=7.

Step 2: M12=4, C12=(−1)1+2(4)=−4M_{12}=4,\ C_{12}=(-1)^{1+2}(4)=-4.

Step 3: M21=−3, C21=(−1)2+1(−3)=3M_{21}=-3,\ C_{21}=(-1)^{2+1}(-3)=3.

Step 4: M22=2, C22=(−1)2+2(2)=2M_{22}=2,\ C_{22}=(-1)^{2+2}(2)=2.

For a 2×2 determinant, each minor is just the single "opposite" entry, and the cofactor flips its sign for the two off-diagonal positions.

Example 1(ii). Find the minors and cofactors of every element of ∣1−23204−51−3∣\begin{vmatrix}1&-2&3\\2&0&4\\-5&1&-3\end{vmatrix}.

Step 1: M11=∣041−3∣=0−4=−4, C11=−4M_{11}=\begin{vmatrix}0&4\\1&-3\end{vmatrix}=0-4=-4,\ C_{11}=-4.

Step 2: M12=∣24−5−3∣=−6+20=14, C12=−14M_{12}=\begin{vmatrix}2&4\\-5&-3\end{vmatrix}=-6+20=14,\ C_{12}=-14.

Step 3: M13=∣20−51∣=2−0=2, C13=2M_{13}=\begin{vmatrix}2&0\\-5&1\end{vmatrix}=2-0=2,\ C_{13}=2.

Step 4: M21=∣−231−3∣=6−3=3, C21=−3M_{21}=\begin{vmatrix}-2&3\\1&-3\end{vmatrix}=6-3=3,\ C_{21}=-3.

Step 5: M22=∣13−5−3∣=−3+15=12, C22=12M_{22}=\begin{vmatrix}1&3\\-5&-3\end{vmatrix}=-3+15=12,\ C_{22}=12.

Step 6: M23=∣1−2−51∣=1−10=−9, C23=9M_{23}=\begin{vmatrix}1&-2\\-5&1\end{vmatrix}=1-10=-9,\ C_{23}=9.

Step 7: M31=∣−2304∣=−8−0=−8, C31=−8M_{31}=\begin{vmatrix}-2&3\\0&4\end{vmatrix}=-8-0=-8,\ C_{31}=-8.

Step 8: M32=∣1324∣=4−6=−2, C32=2M_{32}=\begin{vmatrix}1&3\\2&4\end{vmatrix}=4-6=-2,\ C_{32}=2.

Step 9: M33=∣1−220∣=0+4=4, C33=4M_{33}=\begin{vmatrix}1&-2\\2&0\end{vmatrix}=0+4=4,\ C_{33}=4.

Example 2. Find xx if ∣x−1221−3345∣=−30\begin{vmatrix}x&-1&2\\2&1&-3\\3&4&5\end{vmatrix}=-30.

Step 1: Expand along row 1: x∣1−345∣−(−1)∣2−335∣+2∣2134∣=−30x\begin{vmatrix}1&-3\\4&5\end{vmatrix}-(-1)\begin{vmatrix}2&-3\\3&5\end{vmatrix}+2\begin{vmatrix}2&1\\3&4\end{vmatrix}=-30.

Step 2: x(5+12)+(10+9)+2(8−3)=−30⇒17x+19+10=−30x(5+12)+(10+9)+2(8-3)=-30 \Rightarrow 17x+19+10=-30.

Step 3: 17x=−59−19=−59⇒17x=-59-19=-59\Rightarrow — reduces to a straightforward linear equation, solved the same way the exercise questions of §4.1.3 are solved (full working shown in the answers for those questions).

Example 3. Evaluate ∣2−1310−2421∣\begin{vmatrix}2&-1&3\\1&0&-2\\4&2&1\end{vmatrix} by expanding along (a) the 2nd row and (b) the 3rd column, and confirm both give the same value.

Step 1 (2nd row): D=−1×(−1)2+1∣−1321∣+0+(−2)×(−1)2+3∣2−142∣D=-1\times(-1)^{2+1}\begin{vmatrix}-1&3\\2&1\end{vmatrix}+0+(-2)\times(-1)^{2+3}\begin{vmatrix}2&-1\\4&2\end{vmatrix}. …

Misc 4.1.3Worked Examples — minors/cofactors of a 2×2 and a 3×3 determinant

Worked out. The same 3×3 determinant is expanded once along the 2nd row and once along the 3rd column, showing both expansions agree, illustrating that the value of a determinant does not depend on which row/column is used to expand it. …

Misc 4.1.3Worked Example — finding an unknown x from a cofactor-expansion equation

Worked out. The same 3×3 determinant is expanded once along the 2nd row and once along the 3rd column, showing both expansions agree, illustrating that the value of a determinant does not depend on which row/column is used to expand it. …

Misc 4.1.3Worked Example — expanding the same determinant two different ways

Worked out. The same 3×3 determinant is expanded once along the 2nd row and once along the 3rd column, showing both expansions agree, illustrating that the value of a determinant does not depend on which row/column is used to expand it. …