# Math Help - linear algebra

1. ## linear algebra

If T:V-->V is normal.

Prove a.) null ( $T^k$) = null (T)

b.) range( $T^k$)=range(T)

2. i know i need to prove that if

x $\in$null (T)

therefore, T(x)=0

but i'm unsure as to how i get towards the other side. I know the operator is normal so it is diagonalizable in some basis due to the spectral theorem.

......?

3. ok so i settled on this as my way to solve the first part.

Since, T is normal, there exists an ONB of V so that the matrix representation of T is diagonal (by the complex spectral theorem)

Since A is diagonal, the null(A)=0 (the zero vector).

$T^k$ can be represented as A but with its entries to the power of k.

Since $T^k$ can be represented as A' which is also diagonal, the null( $T^k$)=0 the zero vector.

Therefore the null(T)=null( $T^k$)=0 the zero vector.

****AM I ON THE RIGHT TRACK?!?!?!!*******

also, how do i prove the range side? thanks all