- AThere exists a real, number x such that PQ = QP
- BFor , if , then a + b =5
- CFor x = 1, there exists a unit vector for which
- D, for all x R
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Correct answer: B, D
General Analysis
Given matrices are: , , and .
The relation means that matrices and are similar. Similar matrices have several important properties, including:
- They have the same determinant: .
- They have the same trace.
- They have the same characteristic polynomial and hence the same eigenvalues.
Let's calculate the determinant of : \det(Q) = 2(4 \cdot 6 - 0 \cdot x) - x(0 \cdot 6 - 0 \cdot x) + x(0 \cdot x - 4 \cdot x) $$$$ \det(Q) = 2(24) - x(0) + x(-4x) = 48 - 4x^2 Therefore, .
Now, let's evaluate each option.
Option A: There exists a real number x such that PQ = QP
We need to check if the equation has a solution for .
Calculate :
Calculate :
For , all corresponding entries must be equal. Let's compare the entry at position (2,1): This implies , so .
Now let's check if for , the matrices are equal. For : PQ = \left[ {\begin{matrix} 2 & 4 & 6 \\ 0 & 8 & 12 \\ 0 & 0 & 18 \\ \end{matrix} } \right] $$$$ QP = \left[ {\begin{matrix} 2 & 2 & 2 \\ 0 & 8 & 8 \\ 0 & 0 & 18 \\ \end{matrix} } \right] Since for , there is no real number for which . Thus, option A is incorrect.
Option B: For , if , then a + b = 5
The given equation is an eigenvalue equation with eigenvalue and eigenvector .
For , the matrix becomes: Since and are similar, they have the same eigenvalues. The eigenvalues of the diagonal matrix are its diagonal entries: 2, 4, and 6. So, 6 is indeed an eigenvalue of .
Let be the eigenvector of corresponding to the eigenvalue 6. Then . The corresponding eigenvector of is given by .
Let's find : This gives , and . is true for any . So, the eigenvector is of the form for any non-zero constant . We can choose , so .
Now, we find the eigenvector of : We are given that the eigenvector is . Comparing this with our result, we get and . Therefore, . Thus, option B is correct.
Option C: For , there exists a unit vector for which
The equation for a non-zero vector implies that 0 is an eigenvalue of . A unit vector is a non-zero vector. A matrix has an eigenvalue of 0 if and only if its determinant is 0.
We need to check if for . We know . For : Since , the matrix is invertible and 0 is not an eigenvalue. The only solution to is the trivial solution . A unit vector cannot be the zero vector. Thus, option C is incorrect.
Option D: , for all x R
Let's evaluate both sides of the equation. Left Hand Side (LHS): .
Right Hand Side (RHS): We need to compute the determinant of the given matrix and add 8. \det \left[ {\begin{matrix} 2 & x & x \\ 0 & 4 & 0 \\ x & x & 5 \\ \end{matrix} } \right] = 2(4 \cdot 5 - 0 \cdot x) - x(0 \cdot 5 - 0 \cdot x) + x(0 \cdot x - 4 \cdot x) $$$$ = 2(20) - x(0) + x(-4x) = 40 - 4x^2 So, the RHS is .
Since LHS = and RHS = , the equation holds true for all . Thus, option D is correct.
Final Conclusion: The correct options are B and D.
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