Question #51654, Math, Matrix | Tensor Analysis | for completion
For the following matrix calculate the determinant:
{ { 5 , 3 , 7 } , { 1 , 0 , 1 } , { 9 , 6 , 4 } } \{\{5, 3, 7 \}, \{1, 0, 1 \}, \{9, 6, 4 \} \} {{ 5 , 3 , 7 } , { 1 , 0 , 1 } , { 9 , 6 , 4 }}
**Answer to Question#51654**
**Solution**
The determinant is a scalar value that can be calculated from a square matrix.
A = ( 5 3 7 1 0 1 9 6 4 ) A = \left( \begin{array}{ccc} 5 & 3 & 7 \\ 1 & 0 & 1 \\ 9 & 6 & 4 \end{array} \right) A = ⎝ ⎛ 5 1 9 3 0 6 7 1 4 ⎠ ⎞
The standard way to compute the determinant of a square matrix is to apply the Laplace expansion along any one of its rows or columns. For instance, an expansion along the first row yields:
det ( A ) = ∣ A ∣ = ∣ a 11 a 12 a 13 a 21 a 22 a 23 a 31 a 32 a 33 ∣ = a 11 ⋅ ( − 1 ) 1 + 1 ⋅ ∣ a 22 a 23 a 32 a 33 ∣ + a 12 ⋅ ( − 1 ) 1 + 2 ⋅ ∣ a 21 a 23 a 31 a 33 ∣ + a 13 ⋅ ( − 1 ) 1 + 3 ⋅ ∣ a 21 a 22 a 31 a 32 ∣ = = a 11 ∣ a 22 a 23 a 32 a 33 ∣ − a 12 ⋅ ∣ a 21 a 23 a 31 a 33 ∣ + a 13 ⋅ ∣ a 21 a 22 a 31 a 32 ∣ = = 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 ) \begin{aligned}
\det(A) &= |A| = \left| \begin{array}{ccc} a_{11} & a_{12} & a_{13} \\ a_{21} & a_{22} & a_{23} \\ a_{31} & a_{32} & a_{33} \end{array} \right| = a_{11} \cdot (-1)^{1+1} \cdot \left| \begin{array}{cc} a_{22} & a_{23} \\ a_{32} & a_{33} \end{array} \right| + a_{12} \cdot (-1)^{1+2} \cdot \left| \begin{array}{cc} a_{21} & a_{23} \\ a_{31} & a_{33} \end{array} \right| + a_{13} \cdot (-1)^{1+3} \cdot \left| \begin{array}{cc} a_{21} & a_{22} \\ a_{31} & a_{32} \end{array} \right| = \\
&= a_{11} \left| \begin{array}{cc} a_{22} & a_{23} \\ a_{32} & a_{33} \end{array} \right| - a_{12} \cdot \left| \begin{array}{cc} a_{21} & a_{23} \\ a_{31} & a_{33} \end{array} \right| + a_{13} \cdot \left| \begin{array}{cc} a_{21} & a_{22} \\ a_{31} & a_{32} \end{array} \right| = \\
&= a_{11} \cdot \left(a_{22} a_{33} - a_{23} a_{32}\right) - a_{12} \cdot \left(a_{21} a_{33} - a_{23} a_{31}\right) + a_{13} \cdot \left(a_{21} a_{32} - a_{22} a_{31}\right)
\end{aligned} det ( A ) = ∣ A ∣ = ∣ ∣ a 11 a 21 a 31 a 12 a 22 a 32 a 13 a 23 a 33 ∣ ∣ = a 11 ⋅ ( − 1 ) 1 + 1 ⋅ ∣ ∣ a 22 a 32 a 23 a 33 ∣ ∣ + a 12 ⋅ ( − 1 ) 1 + 2 ⋅ ∣ ∣ a 21 a 31 a 23 a 33 ∣ ∣ + a 13 ⋅ ( − 1 ) 1 + 3 ⋅ ∣ ∣ a 21 a 31 a 22 a 32 ∣ ∣ = = a 11 ∣ ∣ a 22 a 32 a 23 a 33 ∣ ∣ − a 12 ⋅ ∣ ∣ a 21 a 31 a 23 a 33 ∣ ∣ + a 13 ⋅ ∣ ∣ a 21 a 31 a 22 a 32 ∣ ∣ = = 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 ) det ( A ) = ∣ A ∣ = ∣ 5 3 7 1 0 1 9 6 4 ∣ = 5 ⋅ ( − 1 ) 1 + 1 ∣ 0 1 6 4 ∣ + 3 ⋅ ( − 1 ) 1 + 2 ∣ 1 1 9 4 ∣ + 1 ⋅ ( − 1 ) 1 + 3 ∣ 1 0 9 6 ∣ = = 5 ⋅ ( 0 ⋅ 4 − 6 ⋅ 1 ) − 3 ⋅ ( 1 ⋅ 4 − 1 ⋅ 9 ) + 7 ⋅ ( 1 ⋅ 6 − 0 ⋅ 9 ) = − 30 + 15 + 42 = 27. \begin{aligned}
\det(A) &= |A| = \left| \begin{array}{ccc} 5 & 3 & 7 \\ 1 & 0 & 1 \\ 9 & 6 & 4 \end{array} \right| = 5 \cdot (-1)^{1+1} \left| \begin{array}{cc} 0 & 1 \\ 6 & 4 \end{array} \right| + 3 \cdot (-1)^{1+2} \left| \begin{array}{cc} 1 & 1 \\ 9 & 4 \end{array} \right| + 1 \cdot (-1)^{1+3} \left| \begin{array}{cc} 1 & 0 \\ 9 & 6 \end{array} \right| = \\
&= 5 \cdot (0 \cdot 4 - 6 \cdot 1) - 3 \cdot (1 \cdot 4 - 1 \cdot 9) + 7 \cdot (1 \cdot 6 - 0 \cdot 9) = -30 + 15 + 42 = 27.
\end{aligned} det ( A ) = ∣ A ∣ = ∣ ∣ 5 1 9 3 0 6 7 1 4 ∣ ∣ = 5 ⋅ ( − 1 ) 1 + 1 ∣ ∣ 0 6 1 4 ∣ ∣ + 3 ⋅ ( − 1 ) 1 + 2 ∣ ∣ 1 9 1 4 ∣ ∣ + 1 ⋅ ( − 1 ) 1 + 3 ∣ ∣ 1 9 0 6 ∣ ∣ = = 5 ⋅ ( 0 ⋅ 4 − 6 ⋅ 1 ) − 3 ⋅ ( 1 ⋅ 4 − 1 ⋅ 9 ) + 7 ⋅ ( 1 ⋅ 6 − 0 ⋅ 9 ) = − 30 + 15 + 42 = 27.
However the simplest way to compute the determinant of this matrix A A A is to use the Laplace expansion along the second row:
det ( A ) = ∣ A ∣ = ∣ a 11 a 12 a 13 a 21 a 22 a 23 a 31 a 32 a 33 ∣ = a 21 ⋅ ( − 1 ) 2 + 1 ⋅ ∣ a 12 a 13 a 32 a 33 ∣ + a 22 ⋅ ( − 1 ) 2 + 2 ⋅ ∣ a 11 a 13 a 31 a 33 ∣ + a 23 ⋅ ( − 1 ) 2 + 3 ⋅ ∣ a 11 a 12 a 31 a 32 ∣ = = − a 21 ⋅ ∣ a 12 a 13 a 32 a 33 ∣ + a 22 ⋅ ∣ a 11 a 13 a 31 a 33 ∣ − a 23 ⋅ ∣ a 11 a 12 a 31 a 32 ∣ = = − a 21 ⋅ ( a 12 a 33 − a 13 a 32 ) + a 22 ⋅ ( a 11 a 33 − a 13 a 31 ) − a 23 ⋅ ( a 11 a 32 − a 12 a 31 ) \begin{aligned}
\det(A) &= |A| = \left| \begin{array}{ccc} a_{11} & a_{12} & a_{13} \\ a_{21} & a_{22} & a_{23} \\ a_{31} & a_{32} & a_{33} \end{array} \right| = a_{21} \cdot (-1)^{2+1} \cdot \left| \begin{array}{cc} a_{12} & a_{13} \\ a_{32} & a_{33} \end{array} \right| + a_{22} \cdot (-1)^{2+2} \cdot \left| \begin{array}{cc} a_{11} & a_{13} \\ a_{31} & a_{33} \end{array} \right| + a_{23} \cdot (-1)^{2+3} \cdot \left| \begin{array}{cc} a_{11} & a_{12} \\ a_{31} & a_{32} \end{array} \right| = \\
&= -a_{21} \cdot \left| \begin{array}{cc} a_{12} & a_{13} \\ a_{32} & a_{33} \end{array} \right| + a_{22} \cdot \left| \begin{array}{cc} a_{11} & a_{13} \\ a_{31} & a_{33} \end{array} \right| - a_{23} \cdot \left| \begin{array}{cc} a_{11} & a_{12} \\ a_{31} & a_{32} \end{array} \right| = \\
&= -a_{21} \cdot \left(a_{12} a_{33} - a_{13} a_{32}\right) + a_{22} \cdot \left(a_{11} a_{33} - a_{13} a_{31}\right) - a_{23} \cdot \left(a_{11} a_{32} - a_{12} a_{31}\right)
\end{aligned} det ( A ) = ∣ A ∣ = ∣ ∣ a 11 a 21 a 31 a 12 a 22 a 32 a 13 a 23 a 33 ∣ ∣ = a 21 ⋅ ( − 1 ) 2 + 1 ⋅ ∣ ∣ a 12 a 32 a 13 a 33 ∣ ∣ + a 22 ⋅ ( − 1 ) 2 + 2 ⋅ ∣ ∣ a 11 a 31 a 13 a 33 ∣ ∣ + a 23 ⋅ ( − 1 ) 2 + 3 ⋅ ∣ ∣ a 11 a 31 a 12 a 32 ∣ ∣ = = − a 21 ⋅ ∣ ∣ a 12 a 32 a 13 a 33 ∣ ∣ + a 22 ⋅ ∣ ∣ a 11 a 31 a 13 a 33 ∣ ∣ − a 23 ⋅ ∣ ∣ a 11 a 31 a 12 a 32 ∣ ∣ = = − a 21 ⋅ ( a 12 a 33 − a 13 a 32 ) + a 22 ⋅ ( a 11 a 33 − a 13 a 31 ) − a 23 ⋅ ( a 11 a 32 − a 12 a 31 ) det ( A ) = ∣ A ∣ = ∣ 5 3 7 1 0 1 9 6 4 ∣ = 1 ⋅ ( − 1 ) 2 + 1 ∣ 3 7 6 4 ∣ + 0 ⋅ ( − 1 ) 2 + 2 ∣ 5 7 9 4 ∣ ⏟ 0 + 1 ⋅ ( − 1 ) 2 + 3 ∣ 5 3 9 6 ∣ = − ( 3 ⋅ 4 − 6 ⋅ 7 ) − ( 5 ⋅ 6 − 3 ⋅ 9 ) = = − ( 12 − 42 ) − ( 30 − 27 ) = 30 − 3 = 27 \begin{aligned}
\det(A) &= |A| = \left| \begin{array}{ccc} 5 & 3 & 7 \\ 1 & 0 & 1 \\ 9 & 6 & 4 \end{array} \right| = 1 \cdot (-1)^{2+1} \left| \begin{array}{cc} 3 & 7 \\ 6 & 4 \end{array} \right| + \underbrace{0 \cdot (-1)^{2+2} \left| \begin{array}{cc} 5 & 7 \\ 9 & 4 \end{array} \right|} _ {0} + 1 \cdot (-1)^{2+3} \left| \begin{array}{cc} 5 & 3 \\ 9 & 6 \end{array} \right| = -(3 \cdot 4 - 6 \cdot 7) - (5 \cdot 6 - 3 \cdot 9) = \\
&= -(12 - 42) - (30 - 27) = 30 - 3 = 27
\end{aligned} det ( A ) = ∣ A ∣ = ∣ ∣ 5 1 9 3 0 6 7 1 4 ∣ ∣ = 1 ⋅ ( − 1 ) 2 + 1 ∣ ∣ 3 6 7 4 ∣ ∣ + 0 0 ⋅ ( − 1 ) 2 + 2 ∣ ∣ 5 9 7 4 ∣ ∣ + 1 ⋅ ( − 1 ) 2 + 3 ∣ ∣ 5 9 3 6 ∣ ∣ = − ( 3 ⋅ 4 − 6 ⋅ 7 ) − ( 5 ⋅ 6 − 3 ⋅ 9 ) = = − ( 12 − 42 ) − ( 30 − 27 ) = 30 − 3 = 27
**Answer:** det ( A ) = 27 \operatorname{det}(A) = 27 det ( A ) = 27
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