[Math] Find a basis for Kernel and Image of a Linear Transformation

linear algebra

Given:

$$A = \left\{\begin{bmatrix}
0 & 1 \\
0 & 2 \\
0 & 1
\end{bmatrix}\right\}$$

Find a basis for $ImT_A$ and $kerT_A$

So far, I've found a basis for $ker T_A$ (which is {1,0}). I know that I should probably use the Rank-nullity theorem in order to find $Im T_A$, but I don't know how.

The answer is $ImT_A$ = {1,2,1}, but how do I find it?

Best Answer

let me write $e_1 = (1,0)^\top, e_2 = (0,1)^\top.$ then you have $$Ae_1 = 0, Ae_2 = (1,2,1)^\top.$$ this means $e_1$ is in the $\ker(A)$ and $(1, 2,1 )^\top$ is in the $image(A).$ we also have sum of the dimensions of $\ker(A) $ and $image(A)$ is $2.$ therefore $$\ker(A) = span\{e_1\}, image(A) = span\{(1, 2, 1)^\top\}. $$

Related Question