Exercise 3.3.9. Suppose that is a matrix such that .
a) Show that is a projection matrix.
b) If then what is the subspace onto which projects?
Answer: a) To show that is a projection matrix we must show that and also that . We have
Since we then have
Since the matrix is a projection matrix.
b) If then for all vectors we have . So projects onto the subspace consisting of the zero vector.
NOTE: This continues a series of posts containing worked out exercises from the (out of print) book Linear Algebra and Its Applications, Third Edition by Gilbert Strang.
If you find these posts useful I encourage you to also check out the more current Linear Algebra and Its Applications, Fourth Edition, Dr Strang’s introductory textbook Introduction to Linear Algebra, Fourth Edition and the accompanying free online course, and Dr Strang’s other books.