Sovi.AI - AI Math Tutor

Scan to solve math questions

QUESTION IMAGE

question 38 points 2 find \\(a^{-1}\\). \\a = \\begin{bmatrix} 1 & 2 & …

Question

question 38 points 2

find \\(a^{-1}\\).

\\a = \

$$\begin{bmatrix} 1 & 2 & 3 \\\\ 2 & 3 & 1 \\\\ 3 & 1 & 2 \\end{bmatrix}$$

\\

\\(\bigcirc\\) \\(\frac{1}{18} \

$$\begin{bmatrix} -5 & 1 & 7 \\\\ 1 & 7 & -5 \\\\ 7 & -5 & 1 \\end{bmatrix}$$

\\)

\\(\bigcirc\\) \\(\frac{1}{8} \

$$\begin{bmatrix} -5 & 1 & 7 \\\\ 1 & 7 & -5 \\\\ 7 & -5 & 1 \\end{bmatrix}$$

\\)

Explanation:

Response

<pre_analysis>
{
"quality": "clear",
"question_count": 1,
"skills_matched": [
"step_cot",
"multiple_choice_formatter",
"explain_then_answer",
"tutor",
"mastery_adaptive_brevity"
],
"needs_drawing": false,
"concepts_used": [
"Matrix Determinant",
"Matrix Inverse Formula",
"Cofactor Matrix",
"Matrix Transpose"
],
"new_concepts": [],
"current_concepts": [
"Matrix Determinant",
"Matrix Inverse Formula",
"Cofactor Matrix",
"Matrix Transpose"
]
}
</pre_analysis>

<reasoning>

Calculate the determinant of matrix A

Using the Matrix Determinant knowledge point
\[

$$\begin{aligned} \det(A) &= 1(3 \cdot 2 - 1 \cdot 1) - 2(2 \cdot 2 - 1 \cdot 3) + 3(2 \cdot 1 - 3 \cdot 3) \\ &= 1(6 - 1) - 2(4 - 3) + 3(2 - 9) \\ &= 5 - 2 - 21 \\ &= -18 \end{aligned}$$

\]

Find the cofactor matrix of A

Using the Cofactor Matrix knowledge point
\[

$$\begin{aligned} C_{11} &= +(3 \cdot 2 - 1 \cdot 1) = 5, \quad C_{12} = -(2 \cdot 2 - 1 \cdot 3) = -1, \quad C_{13} = +(2 \cdot 1 - 3 \cdot 3) = -7 \\ C_{21} &= -(2 \cdot 2 - 3 \cdot 1) = -1, \quad C_{22} = +(1 \cdot 2 - 3 \cdot 3) = -7, \quad C_{23} = -(1 \cdot 1 - 3 \cdot 2) = 5 \\ C_{31} &= +(2 \cdot 1 - 3 \cdot 3) = -7, \quad C_{32} = -(1 \cdot 1 - 2 \cdot 3) = 5, \quad C_{33} = +(1 \cdot 3 - 2 \cdot 2) = -1 \end{aligned}$$

\]
\[
C =

$$\begin{bmatrix} 5 & -1 & -7 \\ -1 & -7 & 5 \\ -7 & 5 & -1 \end{bmatrix}$$

\]

Transpose the cofactor matrix to find the adjugate matrix

Using the Matrix Transpose knowledge point
\[
\text{adj}(A) = C^T =

$$\begin{bmatrix} 5 & -1 & -7 \\ -1 & -7 & 5 \\ -7 & 5 & -1 \end{bmatrix}$$

\]

Apply the matrix inverse formula

Using the Matrix Inverse Formula knowledge point
\[

$$\begin{aligned} A^{-1} &= \frac{1}{\det(A)} \text{adj}(A) \\ &= -\frac{1}{18} \begin{bmatrix} 5 & -1 & -7 \\ -1 & -7 & 5 \\ -7 & 5 & -1 \end{bmatrix} \\ &= \frac{1}{18} \begin{bmatrix} -5 & 1 & 7 \\ 1 & 7 & -5 \\ 7 & -5 & 1 \end{bmatrix} \end{aligned}$$

\]
</reasoning>

<answer>
<mcq-correct>(A) \(\frac{1}{18}

$$\begin{bmatrix} -5 & 1 & 7 \\ 1 & 7 & -5 \\ 7 & -5 & 1 \end{bmatrix}$$

\)</mcq-correct>
<mcq-option>(B) \(\frac{1}{8}

$$\begin{bmatrix} -5 & 1 & 7 \\ 1 & 7 & -5 \\ 7 & -5 & 1 \end{bmatrix}$$

\)</mcq-option>
</answer>

<post_analysis>
{
"subject": "Mathematics",
"question_type": "Multiple Choice",
"knowledge_point": [
"Mathematics",
"Algebra",
"Matrix Inverse Formula"
]
}
</post_analysis>

Answer:

<pre_analysis>
{
"quality": "clear",
"question_count": 1,
"skills_matched": [
"step_cot",
"multiple_choice_formatter",
"explain_then_answer",
"tutor",
"mastery_adaptive_brevity"
],
"needs_drawing": false,
"concepts_used": [
"Matrix Determinant",
"Matrix Inverse Formula",
"Cofactor Matrix",
"Matrix Transpose"
],
"new_concepts": [],
"current_concepts": [
"Matrix Determinant",
"Matrix Inverse Formula",
"Cofactor Matrix",
"Matrix Transpose"
]
}
</pre_analysis>

<reasoning>

Calculate the determinant of matrix A

Using the Matrix Determinant knowledge point
\[

$$\begin{aligned} \det(A) &= 1(3 \cdot 2 - 1 \cdot 1) - 2(2 \cdot 2 - 1 \cdot 3) + 3(2 \cdot 1 - 3 \cdot 3) \\ &= 1(6 - 1) - 2(4 - 3) + 3(2 - 9) \\ &= 5 - 2 - 21 \\ &= -18 \end{aligned}$$

\]

Find the cofactor matrix of A

Using the Cofactor Matrix knowledge point
\[

$$\begin{aligned} C_{11} &= +(3 \cdot 2 - 1 \cdot 1) = 5, \quad C_{12} = -(2 \cdot 2 - 1 \cdot 3) = -1, \quad C_{13} = +(2 \cdot 1 - 3 \cdot 3) = -7 \\ C_{21} &= -(2 \cdot 2 - 3 \cdot 1) = -1, \quad C_{22} = +(1 \cdot 2 - 3 \cdot 3) = -7, \quad C_{23} = -(1 \cdot 1 - 3 \cdot 2) = 5 \\ C_{31} &= +(2 \cdot 1 - 3 \cdot 3) = -7, \quad C_{32} = -(1 \cdot 1 - 2 \cdot 3) = 5, \quad C_{33} = +(1 \cdot 3 - 2 \cdot 2) = -1 \end{aligned}$$

\]
\[
C =

$$\begin{bmatrix} 5 & -1 & -7 \\ -1 & -7 & 5 \\ -7 & 5 & -1 \end{bmatrix}$$

\]

Transpose the cofactor matrix to find the adjugate matrix

Using the Matrix Transpose knowledge point
\[
\text{adj}(A) = C^T =

$$\begin{bmatrix} 5 & -1 & -7 \\ -1 & -7 & 5 \\ -7 & 5 & -1 \end{bmatrix}$$

\]

Apply the matrix inverse formula

Using the Matrix Inverse Formula knowledge point
\[

$$\begin{aligned} A^{-1} &= \frac{1}{\det(A)} \text{adj}(A) \\ &= -\frac{1}{18} \begin{bmatrix} 5 & -1 & -7 \\ -1 & -7 & 5 \\ -7 & 5 & -1 \end{bmatrix} \\ &= \frac{1}{18} \begin{bmatrix} -5 & 1 & 7 \\ 1 & 7 & -5 \\ 7 & -5 & 1 \end{bmatrix} \end{aligned}$$

\]
</reasoning>

<answer>
<mcq-correct>(A) \(\frac{1}{18}

$$\begin{bmatrix} -5 & 1 & 7 \\ 1 & 7 & -5 \\ 7 & -5 & 1 \end{bmatrix}$$

\)</mcq-correct>
<mcq-option>(B) \(\frac{1}{8}

$$\begin{bmatrix} -5 & 1 & 7 \\ 1 & 7 & -5 \\ 7 & -5 & 1 \end{bmatrix}$$

\)</mcq-option>
</answer>

<post_analysis>
{
"subject": "Mathematics",
"question_type": "Multiple Choice",
"knowledge_point": [
"Mathematics",
"Algebra",
"Matrix Inverse Formula"
]
}
</post_analysis>