Linear Algebra – Proving $T^{2} = T$ Implies $V = \operatorname{Null} T \oplus \operatorname{Range} T$

linear algebra

How can I prove that $T^{2} = T$ for a linear operator on $W$ implies that $V = Null T \oplus Range T?$ I know that their dimensions add up to the dimension of $W$, how do I show I can represent any element in $W$ like that? Or could I start with a basis for null and then add vectors of a basis of the range and say that the list doesn't become dependent because vectors (besides o) that form a basis for image T can't be in the basis? Or is that hand-wavy?

Best Answer

HINT: $ \rm T(v-Tv) = Tv-T^2v = 0 $ so $ \rm v-Tv \in \ker T$, and $ \rm v= (v-Tv) + Tv$