Determinants are a fundamental concept of linear algebra. To calculate the determinant of a 3×3 matrix, we multiply each element of the top row by the determinant of the 2×2 matrix formed by eliminating its row and column, then alternate signs and add the results.
Here, we will learn how to find the determinant of a 3×3 matrix step by step. Then, we will look at several practice problems to apply what we have learned.
LINEAR ALGEBRA
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Learning about the determinant of 3×3 matrices with examples.
LINEAR ALGEBRA
Relevant for…
Learning about the determinant of 3×3 matrices with examples.
How to find the determinant of a 3×3 matrix?
The general method for finding the determinant of a 3×3 matrix is to use the cofactor expansion method, also known as Laplace expansion.
The following are the steps we can follow to apply this method:
Step 1: Choose a row or column (usually the first row is chosen for simplicity) of the 3×3 matrix.
Step 2: For each element in the chosen row or column, find the corresponding minor. The minor is the determinant of the 2×2 matrix that remains after eliminating the row and column containing the current element.
For example, if we take the first row, we would have
Step 3: Multiply each element of the chosen row or column by its corresponding minor.
Step 4: Alternate signs of the resulting products using the following diagram.
For example, if we take the first row, the signs will be +, -, +. If we take the second row, the signs will be -, +, -.
Step 5: Add the products to obtain the determinant of the 3×3 matrix.
Now, let us apply these steps to the general matrix A:
$$A=\begin{bmatrix} a_{1} & a_{2} & a_{3} \\ b_{1} & b_{2} & b_{3} \\ c_{1} & c_{2} & c_{3} \end{bmatrix}$$
Let’s use the first row of the matrix. Then, we multiply each element by its minor and use the +, -, + signs.
$$\det(A) = a_{1} \cdot \det(\text{Minor}_{a_{1}}) – a_{2} \cdot \det(\text{Minor}_{a_{2}}) + a_{3} \cdot \det(\text{Minor}_{a_{3}})$$
where, the minor is the determinant of the 2×2 matrix that remains when eliminating the rows and columns of the elements $latex a_{1}$, $latex a_{2}$ and $latex a_{3}$:
$$\det(\text{Minor}_{a_{1}}) = b_{2}c_{3} – b_{3}c_{2}$$
$$ \det(\text{Minor}_{a_{2}}) = b_{1}c_{3} – b_{3}c_{1}$$
$$\det(\text{Minor}_{a_{3}}) = b_{1}c_{2} – b_{2}c_{1}$$
If we were to use the second row, we would have the signs -, +, -:
$$\det(A) = – b_{1} \cdot \det(\text{Minor}_{b_{1}}) + b_{2} \cdot \det(\text{Minor}_{b_{2}}) – b_{3} \cdot \det(\text{Minor}_{b_{3}})$$
Solved exercises on determinant of 3×3 matrices
EXAMPLE 1
Find the determinant of the following 3×3 matrix:
$$ B = \begin{bmatrix} 2 & 5 & 3 \\ 1 & 4 & 6 \\ 7 & 8 & 9 \ \end{bmatrix} $$
Solution
To find the determinant of the matrix $latex B$, we can use the cofactor expansion method along the first row.
Then, if we denote the determinant by $latex |B|$ or $latex \det(B)$.
$latex |B| = 2 \cdot C_{11} – 5 \cdot C_{12} + 3 \cdot C_{13} $
Where $latex C_{11}$, $latex C_{12}$, and $latex C_{13}$ are the cofactors of the elements of the first row.
To find the cofactors, we need to calculate the determinants of the 2×2 matrices obtained by eliminating the row and column of each element of the first row:
$$ C_{11} = \begin{vmatrix} 4 & 6 \\ 8 & 9 \end{vmatrix} $$
$$= (4 \cdot 9) – (6 \cdot 8)$$
$$= 36 – 48 = -12$$
$$ C_{12} = \begin{vmatrix} 1 & 6 \\ 7 & 9 \end{vmatrix}$$
$$ = (1 \cdot 9) – (6 \cdot 7) $$
$$= 9 – 42 = -33 $$
$$ C_{13} = \begin{vmatrix} 1 & 4 \\ 7 & 8 \end{vmatrix} $$
$$= (1 \cdot 8) – (4 \cdot 7) $$
$$= 8 – 28 = -20$$
Now, we substitute the values of the cofactors into the determinant formula:
$$ |B| = 2 \cdot (-12) – 5 \cdot (-33) + 3 \cdot (-20) $$
$$= -24 + 165 – 60 = 81 $$
Therefore, the determinant of the 3×3 matrix is 81.
EXAMPLE 2
Find the determinant of the following matrix:
$$B =\begin{bmatrix}1 & 4 & 7 \\2 & 5 & 8 \\3 & 6 & 9\end{bmatrix}$$
Solution
We can take the first row and form the following formula. Remember that we multiply each element by the determinant of the corresponding minor.
$$ |B| = b_{11}(b_{22}b_{33} – b_{23}b_{32}) – b_{12}(b_{21}b_{33} – b_{23}b_{31}) + b_{13}(b_{21}b_{32} – b_{22}b_{31}) $$
Substituting the values of matrix B, we have:
$$ |B| = 1(5 \cdot 9 – 8 \cdot 6) – 4(2 \cdot 9 – 8 \cdot 3) + 7(2 \cdot 6 – 5 \cdot 3) $$
Simplifying, we have:
$$ |B| = 1(-3) – 4(-6) + 7(-3) $$
$$ |B| = -3 + 24 – 21 $$
$latex |B| = 0 $
EXAMPLE 3
Find the determinant of the following matrix:
$$ C = \begin{bmatrix} 3 & 0 & 2 \\ 4 & 1 & 5 \\ 7 & 8 & 9 \end{bmatrix} $$
Solution
Similar to the previous examples, we will obtain a formula using the cofactor expansion method in the first row:
$$|C| = c_{11}(c_{22}c_{33} – c_{23}c_{32}) – c_{12}(c_{21}c_{33} – c_{23}c_{31}) + c_{13}(c_{21}c_{32} – c_{22}c_{31})$$
Using the values of the elements of the matrix C, we have:
$$|C| = 3(1 \cdot 9 – 5 \cdot 8) – 0(4 \cdot 9 – 5 \cdot 7) + 2(4 \cdot 8 – 1 \cdot 7)$$
Performing the operations, we have:
$latex |C| = 3(-31) – 0(-1) + 2(25)$
$latex |C| = -93 + 0 + 50$
$latex |C| = -43$
EXAMPLE 4
What is the determinant of the matrix D?
$$ D = \begin{bmatrix} -1 & 2 & -3 \\ 4 & -5 & 6 \\ -7 & 8 & -9 \end{bmatrix} $$
Solution
Using the first row of the matrix, we form the following formula:
$$|D| = d_{11}(d_{22}d_{33} – d_{23}d_{32}) – d_{12}(d_{21}d_{33} – d_{23}d_{31}) + d_{13}(d_{21}d_{32} – d_{22}d_{31})$$
Substituting the values of the elements of the matrix D in this formula, we have:
$$|D| = -1(-5 \cdot -9 – 6 \cdot 8) – 2(4 \cdot -9 – 6 \cdot -7) + (-3)(4 \cdot 8 – (-5) \cdot -7)$$
Solving the operations and simplifying, we have:
$$|D| = -1(45 – 48) – 2(-36 + 42) + (-3)(32 + 35)$$
$$|D| = -1(-3) – 2(-6) + (-3)(67)$$
$latex |D| = 3 + 12 – 201$
$latex |D| = -186$
EXAMPLE 5
Find the determinant of the following matrix:
$$ E = \begin{bmatrix} 2 & -4 & 6 \\ -1 & 3 & -7 \\ 4 & 5 & -6 \end{bmatrix} $$
Solution
Similar to the previous exercises, we will select row 1 to apply the cofactor method:
$$|E| = e_{11}(e_{22}e_{33} – e_{23}e_{32}) – e_{12}(e_{21}e_{33} – e_{23}e_{31}) + e_{13}(e_{21}e_{32} – e_{22}e_{31})$$
Using the values of the elements of the matrix E in the formula, we have:
$$|E| = 2(3 \cdot -6 – (-7) \cdot 5) – (-4)(-1 \cdot -6 – (-7) \cdot 4) + 6(-1 \cdot 5 – 3 \cdot 4)$$
Solving the operations, we have:
$$|E| = 2(-18 + 35) – (-4)(6 + 28) + 6(-5 – 12)$$
$$|E| = 2(17) – (-4)(34) + 6(-17)$$
$$|E| = 34 + 136 – 102$$
$latex |E| = 68$
EXAMPLE 6
What is the determinant of the matrix F?
$$ F = \begin{bmatrix} 3 & -2 & 1 \\ -1 & 4 & -5 \\ 2 & 6 & -3 \end{bmatrix} $$
Solution
Using the cofactor expansion method, we can form the following formula using the first row of the matrix:
$$|F| = f_{11}(f_{22}f_{33} – f_{23}f_{32}) – f_{12}(f_{21}f_{33} – f_{23}f_{31}) + f_{13}(f_{21}f_{32} – f_{22}f_{31})$$
Using the values of the elements of the matrix F, we have:
$$|F| = 3(4 \cdot -3 – (-5) \cdot 6) – (-2)(-1 \cdot -3 – (-5) \cdot 2) + 1(-1 \cdot 6 – 4 \cdot 2)$$
Solving the operations, we have:
$$|F| = 3(-12 + 30) – (-2)(3 + 10) + 1(-6 – 8)$$
$$|F| = 3(18) – (-2)(13) + 1(-14)$$
$latex |F| = 54 + 26 – 14$
$latex |F| = 66$
EXAMPLE 7
Find the determinant of the following matrix:
$$ G = \begin{bmatrix} -4 & 7 & -1 \\ 5 & -2 & 6 \\ -3 & 1 & 8 \end{bmatrix} $$
Solution
If we take the first row of the matrix, we can form the following formula:
$$|G| = g_{11}(g_{22}g_{33} – g_{23}g_{32}) – g_{12}(g_{21}g_{33} – g_{23}g_{31}) + g_{13}(g_{21}g_{32} – g_{22}g_{31})$$
Using this formula with the values of the elements of the matrix G, we have:
$$|G| = -4(-2 \cdot 8 – 6 \cdot 1) – 7(5 \cdot 8 – 6 \cdot -3) + (-1)(5 \cdot 1 – (-2) \cdot -3)$$
Simplifying this expression, we have:
$$|G| = -4(-16 – 6) – 7(40 + 18) + (-1)(5 – 6)$$
$$|G| = -4(-22) – 7(58) + (-1)(-1)$$
$latex |G| = 88 – 406 + 1$
$latex |G| = -317$
EXAMPLE 8
What is the determinant of the matrix H?
$$ H = \begin{bmatrix} 1 & 2 & 3 \\ -2 & 1 & -4 \\ 3 & -1 & 1 \end{bmatrix} $$
Solution
By taking the first row of the matrix, we can multiply each element by the determinant of the smallest to form the following formula:
$$|H| = h_{11}(h_{22}h_{33} – h_{23}h_{32}) – h_{12}(h_{21}h_{33} – h_{23}h_{31}) + h_{13}(h_{21}h_{32} – h_{22}h_{31})$$
Substituting the values of the elements of the matrix H, we have:
$$|H| = 1(1 \cdot 1 – (-4) \cdot (-1)) – 2(-2 \cdot 1 – (-4) \cdot 3) + 3(-2 \cdot (-1) – 1 \cdot 3)$$
Now, we solve the operations and simplify:
$$|H| = 1(1 – 4) – 2(-2 + 12) + 3(2 – 3)$$
$latex |H| = 1(-3) – 2(10) + 3(-1)$
$latex |H| = -3 – 20 – 3$
$latex |H| = -26$
EXAMPLE 9
Find the determinant of matrix I:
$$ I = \begin{bmatrix} 2 & 3 & -1 \\ -1 & 4 & 2 \\ 3 & -2 & 1 \end{bmatrix} $$
Solution
We form the following formula by taking the first row of the I matrix:
$$|I| = i_{11}(i_{22}i_{33} – i_{23}i_{32}) – i_{12}(i_{21}i_{33} – i_{23}i_{31}) + i_{13}(i_{21}i_{32} – i_{22}i_{31})$$
Substituting the values of matrix I, we have:
$$|I| = 2(4 \cdot 1 – 2 \cdot -2) – 3(-1 \cdot 1 – 2 \cdot 3) + (-1)(-1 \cdot -2 – 4 \cdot 3)$$
Solving operations and simplifying:
$$|I| = 2(4 + 4) – 3(-1 – 6) + (-1)(2 – 12)$$
$latex |I| = 2(8) – 3(-7) + (-1)(-10)$
$latex |I| = 16 + 21 + 10$
$latex |I| = 47$
EXAMPLE 10
Find the determinant of the matrix J:
$$ J = \begin{bmatrix} -1 & 3 & 5 \\ 3 & 2 & -1 \\ 1 & 1 & -2 \end{bmatrix} $$
Solution
Using the first row of the matrix, we form the following formula:
$$|J| = j_{11}(j_{22}j_{33} – j_{23}j_{32}) – j_{12}(j_{21}j_{33} – j_{23}j_{31}) + j_{13}(j_{21}j_{32} – j_{22}j_{31})$$
Now, we use the values of the matrix elements:
$$|J| = -1(2 \cdot -2 – (-1) \cdot 1) – 3(3 \cdot -2 – (-1) \cdot 1) + 5(3 \cdot 1 – 2 \cdot 1)$$
Solving the operations, we have
$$|J| = -1(-4 – 1) – 3(-6 + 1) + 5(3 – 2)$$
$latex |J| = -1(-5) – 3(-5) + 5(1)$
$latex |J| = 5 + 15 + 5$
$latex |J| = 25$
Determinant of 3×3 matrices – Practice problems
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See also
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