Question
Download Solution PDFIf
\(A = \begin{bmatrix} y & z & x \\ z & x & y \\ x & y & z \end{bmatrix} \)
where x,y,z are integers, is an orthogonal matrix, then what is the value of ?
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFCalculation:
Given,
The matrix A is:
\( A = \begin{bmatrix} y & x & x \\ z & x & y \\ x & y & z \end{bmatrix} \)
Since A is an orthogonal matrix, we know that:
\( A^T = A^{-1} \quad \Rightarrow \quad A^T A = I \)
This property tells us that A is orthogonal, and it implies that \(A^T A \) (the product of A's transpose and A is equal to the identity matrix I , which is:
\( A^T A = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} \)
Now, let’s calculate \(A^T A \) step by step. The transpose of matrix A , denoted \(A^T \) is:
\( A^T = \begin{bmatrix} y & z & x \\ x & x & y \\ x & y & z \end{bmatrix} \)
Now, we perform matrix multiplication between \(A^T\) and A:
\( A^T A = \begin{bmatrix} y & z & x \\ x & x & y \\ x & y & z \end{bmatrix} \begin{bmatrix} y & x & x \\ z & x & y \\ x & y & z \end{bmatrix} \)
Performing this multiplication, we get the following matrix:
\( A^T A = \begin{bmatrix} y^2 + z^2 + x^2 & xy + zx + xy & xz + yz + x^2 \\ xy + zx + xy & x^2 + x^2 + y^2 & xy + xz + yz \\ xz + yz + x^2 & xy + xz + yz & x^2 + y^2 + z^2 \end{bmatrix} \)
This matrix must be equal to the identity matrix I , which is:
\( \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} \)
By comparing the elements of the matrices, we get the following system of equations:
1. \( y^2 + z^2 + x^2 = 1 \) 2. \(xy + zx + xy = 0 \) 3. \(xz + yz + x^2 = 1 \)Thus, the key result from the orthogonality condition is:
\( x^2 + y^2 + z^2 = 1 \)
Hence, the correct answer is Option 2.
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