Question
Data Science and Artificial Intelligence Question on Linear Algebra
Let R be the set of real numbers, U be a subspace of R3 and M ∈ R3×3 be the matrix corresponding to the projection on to the subspace U.
Which of the following statements is/are TRUE ?
A
If U is a 1-dimensional subspace of R3, then the null space of M is a 1-dimensional subspace.
B
If U is a 2-dimensional subspace of R3, then the null space of M is a 1-dimensional subspace.
C
M2 = M
D
M3 = M
Answer
If U is a 2-dimensional subspace of R3, then the null space of M is a 1-dimensional subspace.
Explanation
Solution
The correct option is (B) : If U is a 2-dimensional subspace of R3, then the null space of M is a 1-dimensional subspace, (C) : M2 = M and (D) : M3 = M.