Answer on Question # 40996 – Math – Linear algebra
Solve the set of linear equations by the matrix method: a + 3 b + 2 c = 3 a + 3b + 2c = 3 a + 3 b + 2 c = 3 , 2 a − b − 3 c = − 8 2a - b - 3c = -8 2 a − b − 3 c = − 8 , 5 a + 2 b + c = 9 5a + 2b + c = 9 5 a + 2 b + c = 9 . Sove for c c c
Solution:
A = ( 1 3 2 2 − 1 − 3 5 2 1 ) \mathbf{A} = \begin{pmatrix}
1 & 3 & 2 \\
2 & -1 & -3 \\
5 & 2 & 1
\end{pmatrix} A = ⎝ ⎛ 1 2 5 3 − 1 2 2 − 3 1 ⎠ ⎞ B = ( 3 − 8 9 ) \mathbf{B} = \begin{pmatrix}
3 \\
-8 \\
9
\end{pmatrix} B = ⎝ ⎛ 3 − 8 9 ⎠ ⎞ X = ( 1 X 2 X ) \mathbf{X} = \begin{pmatrix}
1 \\
X \\
2 \\
X
\end{pmatrix} X = ⎝ ⎛ 1 X 2 X ⎠ ⎞ A ⋅ X = B \mathbf{A} \cdot \mathbf{X} = \mathbf{B} A ⋅ X = B
so
X = A − 1 ⋅ B \mathbf{X} = \mathbf{A}^{-1} \cdot \mathbf{B} X = A − 1 ⋅ B
Find the determinant of a matrix A \mathbf{A} A
det A = − 28 \mathbf{A} = -28 A = − 28
To find the inverse matrix to calculate the cofactors of the elements of the matrix A \mathbf{A} A
C 1 , 1 = ( − 1 ) 1 + 1 − 1 − 3 2 1 = 5 C_{1,1} = (-1)^{1+1} \begin{array}{ccc}
-1 & -3 & \\
2 & 1 &
\end{array} = 5 C 1 , 1 = ( − 1 ) 1 + 1 − 1 2 − 3 1 = 5 C 1 , 2 = ( − 1 ) 1 + 2 2 − 3 5 1 = − 17 C_{1,2} = (-1)^{1+2} \begin{array}{ccc}
2 & -3 & \\
5 & 1 &
\end{array} = -17 C 1 , 2 = ( − 1 ) 1 + 2 2 5 − 3 1 = − 17 C 1 , 3 = ( − 1 ) 1 + 3 2 − 1 5 2 = 9 C_{1,3} = (-1)^{1+3} \begin{array}{ccc}
2 & -1 & \\
5 & 2 &
\end{array} = 9 C 1 , 3 = ( − 1 ) 1 + 3 2 5 − 1 2 = 9 C 2 , 1 = ( − 1 ) 2 + 1 3 2 2 1 = 1 C_{2,1} = (-1)^{2+1} \begin{array}{ccc}
3 & 2 & \\
2 & 1 &
\end{array} = 1 C 2 , 1 = ( − 1 ) 2 + 1 3 2 2 1 = 1 C 2 , 2 = ( − 1 ) 2 + 2 1 2 5 1 = − 9 C_{2,2} = (-1)^{2+2} \begin{array}{ccc}
1 & 2 & \\
5 & 1 &
\end{array} = -9 C 2 , 2 = ( − 1 ) 2 + 2 1 5 2 1 = − 9 C 2 , 3 = ( − 1 ) 2 + 3 1 3 5 2 = 13 \mathrm{C}_{2,3} = (-1)^{2+3} \begin{array}{ccc} 1 & 3 & \\ 5 & 2 & = 13 \end{array} C 2 , 3 = ( − 1 ) 2 + 3 1 5 3 2 = 13 C 3 , 1 = ( − 1 ) 3 + 1 3 2 − 1 − 3 = − 7 \mathrm{C}_{3,1} = (-1)^{3+1} \begin{array}{ccc} 3 & 2 & \\ -1 & -3 & = -7 \end{array} C 3 , 1 = ( − 1 ) 3 + 1 3 − 1 2 − 3 = − 7 C 3 , 2 = ( − 1 ) 3 + 2 1 2 2 − 3 = 7 \mathrm{C}_{3,2} = (-1)^{3+2} \begin{array}{ccc} 1 & 2 & \\ 2 & -3 & = 7 \end{array} C 3 , 2 = ( − 1 ) 3 + 2 1 2 2 − 3 = 7 C 3 , 3 = ( − 1 ) 3 + 3 1 3 2 − 1 = − 7 \mathrm{C}_{3,3} = (-1)^{3+3} \begin{array}{ccc} 1 & 3 & \\ 2 & -1 & = -7 \end{array} C 3 , 3 = ( − 1 ) 3 + 3 1 2 3 − 1 = − 7 C = ( 5 − 17 9 1 − 9 13 − 7 7 − 7 ) \mathbf{C} = \begin{pmatrix} 5 & -17 & 9 \\ 1 & -9 & 13 \\ -7 & 7 & -7 \end{pmatrix} C = ⎝ ⎛ 5 1 − 7 − 17 − 9 7 9 13 − 7 ⎠ ⎞ C T = ( 5 1 − 7 − 17 − 9 7 9 13 − 7 ) \mathbf{C}^{\mathrm{T}} = \begin{pmatrix} 5 & 1 & -7 \\ -17 & -9 & 7 \\ 9 & 13 & -7 \end{pmatrix} C T = ⎝ ⎛ 5 − 17 9 1 − 9 13 − 7 7 − 7 ⎠ ⎞
Let us find the inverse of a matrix
A − 1 = C T det A = ( − 5 / 28 − 1 / 28 1 / 4 17 / 28 9 / 28 − 1 / 4 − 9 / 28 − 13 / 28 1 / 4 ) \mathbf{A}^{-1} = \begin{array}{l} \mathbf{C}^{\mathrm{T}} \\ \det \mathbf{A} \end{array} = \begin{pmatrix} -5/28 & -1/28 & 1/4 \\ 17/28 & 9/28 & -1/4 \\ -9/28 & -13/28 & 1/4 \end{pmatrix} A − 1 = C T det A = ⎝ ⎛ − 5/28 17/28 − 9/28 − 1/28 9/28 − 13/28 1/4 − 1/4 1/4 ⎠ ⎞
Aind a solution
X = A − 1 ⋅ B = ( − 5 / 28 − 1 / 28 1 / 4 17 / 28 9 / 28 − 1 / 4 − 9 / 28 − 13 / 28 1 / 4 ) ⋅ ( 3 − 8 9 ) = ( 2 − 3 5 ) \mathbf{X} = \mathbf{A}^{-1} \cdot \mathbf{B} = \begin{pmatrix} -5/28 & -1/28 & 1/4 \\ 17/28 & 9/28 & -1/4 \\ -9/28 & -13/28 & 1/4 \end{pmatrix} \cdot \begin{pmatrix} 3 \\ -8 \\ 9 \end{pmatrix} = \begin{pmatrix} 2 \\ -3 \\ 5 \end{pmatrix} X = A − 1 ⋅ B = ⎝ ⎛ − 5/28 17/28 − 9/28 − 1/28 9/28 − 13/28 1/4 − 1/4 1/4 ⎠ ⎞ ⋅ ⎝ ⎛ 3 − 8 9 ⎠ ⎞ = ⎝ ⎛ 2 − 3 5 ⎠ ⎞
Answer: a = 2 a = 2 a = 2 , b = − 3 b = -3 b = − 3 , c = 5 c = 5 c = 5 .
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