Matrices & Determinants
Determinant Properties
Grade 12
Question:
<p>Let <span class="math">\(A = \begin{bmatrix} 2 & b & 1 \\ b & b^2+1 & b \\ 1 & b & 2 \end{bmatrix}\)</span>, where <span class="math">\(b > 0\)</span>. Then, the minimum value of <span class="math">\(\frac{\det(A)}{b}\)</span> is</p>
<p>(a) <span class="math">\(-3\)</span></p>
<p>(b) <span class="math">\(-2\sqrt{3}\)</span></p>
<p>(c) <span class="math">\(2\sqrt{3}\)</span></p>
<p>(d) <span class="math">\(\sqrt{3}\)</span></p>
Step-by-Step Solution
Key Concept: Calculate the determinant of the matrix using cofactor expansion or row operations, then find the minimum of the resulting expression using calculus. The matrix has a symmetric structure that simplifies the determinant calculation.
**Step 1: Calculate $\det(A)$.**
The determinant of the matrix $A = \begin{bmatrix} 2 & b & 1 \\ b & b^2+1 & b \\ 1 & b & 2 \end{bmatrix}$ is calculated using cofactor expansion along the first row:
$$ \det(A) = 2 \begin{vmatrix} b^2+1 & b \\ b & 2 \end{vmatrix} - b \begin{vmatrix} b & b \\ 1 & 2 \end{vmatrix} + 1 \begin{vmatrix} b & b^2+1 \\ 1 & b \end{vmatrix} $$
$$ \det(A) = 2((b^2+1)(2) - b \cdot b) - b(b \cdot 2 - b \cdot 1) + 1(b \cdot b - (b^2+1) \cdot 1) $$
$$ \det(A) = 2(2b^2+2 - b^2) - b(2b - b) + 1(b^2 - b^2 - 1) $$
$$ \det(A) = 2(b^2+2) - b(b) + 1(-1) $$
$$ \det(A) = 2b^2+4 - b^2 - 1 $$
$$ \det(A) = b^2+3 $$
**Step 2: Form the expression to minimize.**
The expression to minimize is $\frac{\det(A)}{b}$. Given $b > 0$:
$$ f(b) = \frac{b^2+3}{b} = b + \frac{3}{b} $$
**Step 3: Find the critical point.**
To find the minimum value, we take the first derivative of $f(b)$ with respect to $b$ and set it to zero:
$$ f'(b) = \frac{d}{db}\left(b + \frac{3}{b}\right) = 1 - \frac{3}{b^2} $$
Setting $f'(b) = 0$:
$$ 1 - \frac{3}{b^2} = 0 $$
$$ b^2 = 3 $$
Since $b > 0$, we have $b = \sqrt{3}$.
**Step 4: Verify this is a minimum.**
We use the second derivative test to confirm that $b = \sqrt{3}$ corresponds to a minimum:
$$ f''(b) = \frac{d}{db}\left(1 - \frac{3}{b^2}\right) = \frac{6}{b^3} $$
For $b = \sqrt{3}$, $f''(\sqrt{3}) = \frac{6}{(\sqrt{3})^3} = \frac{6}{3\sqrt{3}} = \frac{2}{\sqrt{3}}$.
Since $f''(\sqrt{3}) > 0$, the critical point $b = \sqrt{3}$ corresponds to a local minimum.
**Step 5: Calculate the minimum value.**
Substitute $b = \sqrt{3}$ into the expression for $f(b)$:
$$ f(\sqrt{3}) = \sqrt{3} + \frac{3}{\sqrt{3}} $$
$$ f(\sqrt{3}) = \sqrt{3} + \sqrt{3} $$
$$ f(\sqrt{3}) = 2\sqrt{3} $$
Correct Answer: b