Question:
Linear Algebra, Vector Space and Mapping
Let β = {x1, ..., xn} be a basis for a vector space V, and let P be the mapping P(a1)(x1) + ... + (an)(xn)) = (a1)(x1) + ... + (ak)(xk).
a) Show that Ker(P) = Span({xk+1, ..., xn}) and Im(P) = Span ({x1, ..., xk})
b) Show that P^2 = P
c) Show conversely that if P:V→V is any linear mapping such that P^2 = P, then there exists a basis Beta for V such that P takes the form given in part a. (Hint: Show that P^2 = P implies that V = Ker(P) + Im(P). These mappings are called projections. The orthogonal projections we studied in Chapter 4 are special cases.