Matrices & Determinants
Orthogonal Matrices and AAᵀ = I
Grade 12
Question:
<p>Let <span class="math">\(A = \begin{pmatrix} 0 & 2q & r \\ p & q & -r \\ p & -q & r \end{pmatrix}\)</span>. If <span class="math">\(AA^T = I_3\)</span>, then <span class="math">\(|p|\)</span> is</p>
<p>(a) <span class="math">\(\frac{1}{5}\)</span></p>
<p>(b) <span class="math">\(\frac{1}{2}\)</span></p>
<p>(c) <span class="math">\(\frac{1}{3}\)</span></p>
<p>(d) <span class="math">\(\frac{1}{6}\)</span></p>
Step-by-Step Solution
Key Concept: Use the property that for an orthogonal matrix AAᵀ = I, then the sum of squares of each row equals 1 and rows are orthogonal. Set up equations from the matrix multiplication and solve the system.
Given the matrix $A = \begin{pmatrix} 0 & 2q & r \\ p & q & -r \\ p & -q & r \end{pmatrix}$ and the condition $AA^T = I_3$.
First, determine the transpose of $A$:
$A^T = \begin{pmatrix} 0 & p & p \\ 2q & q & -q \\ r & -r & r \end{pmatrix}$
Next, compute the product $AA^T$:
$$AA^T = \begin{pmatrix} 0 & 2q & r \\ p & q & -r \\ p & -q & r \end{pmatrix} \begin{pmatrix} 0 & p & p \\ 2q & q & -q \\ r & -r & r \end{pmatrix}$$
$$AA^T = \begin{pmatrix}
(0)(0) + (2q)(2q) + (r)(r) & (0)(p) + (2q)(q) + (r)(-r) & (0)(p) + (2q)(-q) + (r)(r) \\
(p)(0) + (q)(2q) + (-r)(r) & (p)(p) + (q)(q) + (-r)(-r) & (p)(p) + (q)(-q) + (-r)(r) \\
(p)(0) + (-q)(2q) + (r)(r) & (p)(p) + (-q)(q) + (r)(-r) & (p)(p) + (-q)(-q) + (r)(r)
\end{pmatrix}$$
$$AA^T = \begin{pmatrix}
4q^2 + r^2 & 2q^2 - r^2 & -2q^2 + r^2 \\
2q^2 - r^2 & p^2 + q^2 + r^2 & p^2 - q^2 - r^2 \\
-2q^2 + r^2 & p^2 - q^2 - r^2 & p^2 + q^2 + r^2
\end{pmatrix}$$
Since $AA^T = I_3 = \begin{pmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{pmatrix}$, we equate the corresponding elements to form a system of equations:
1. $4q^2 + r^2 = 1$
2. $2q^2 - r^2 = 0$
3. $p^2 + q^2 + r^2 = 1$
4. $p^2 - q^2 - r^2 = 0$
From equation (2), we have:
$r^2 = 2q^2$
Substitute this expression for $r^2$ into equation (1):
$4q^2 + (2q^2) = 1$
$6q^2 = 1$
$q^2 = \frac{1}{6}$
Now, substitute the value of $q^2$ back into the expression for $r^2$:
$r^2 = 2 \left(\frac{1}{6}\right) = \frac{1}{3}$
Finally, substitute the values of $q^2$ and $r^2$ into equation (4) to find $p^2$:
$p^2 - q^2 - r^2 = 0$
$p^2 = q^2 + r^2$
$p^2 = \frac{1}{6} + \frac{1}{3}$
$p^2 = \frac{1}{6} + \frac{2}{6}$
$p^2 = \frac{3}{6}$
$p^2 = \frac{1}{2}$
To confirm consistency, substitute $p^2, q^2, r^2$ into equation (3):
$p^2 + q^2 + r^2 = \frac{1}{2} + \frac{1}{6} + \frac{1}{3} = \frac{3}{6} + \frac{1}{6} + \frac{2}{6} = \frac{6}{6} = 1$.
The system of equations is consistent.
The value of $|p|$ is:
$|p| = \sqrt{p^2} = \sqrt{\frac{1}{2}} = \frac{1}{\sqrt{2}} = \frac{\sqrt{2}}{2}$
Correct Answer: B