Using Matrices to Find Basis of Image of Linear Transformation
Hi all ---
I'm having trouble understanding one part of this example from my textbook. It's using the matrix of a linear transformation to find the basis of the image of the same linear transformation.
Question ---
Let
be a linear transformation defined by:
.
Let
be a basis for
and
let
be a basis for
.
If
, use it to find the basis for the image of
.
Textbook Solution ---
Recall that
is in
.
But
is already in row-reduced format,
so ![\col\left( {{\left[ T \right]}_{BA}} \right)=span\left\{ \left[ \begin{matrix}<br />
1 \\ -1 \\ 0 \\ 0 \end{matrix} \right],\left[ \begin{matrix}<br />
0 \\ 0 \\ -1 \\ 0 \end{matrix} \right] \right\}\<br />](http://latex.codecogs.com/png.latex?\col\left( {{\left[ T \right]}_{BA}} \right)=span\left\{ \left[ \begin{matrix}<br />
1 \\ -1 \\ 0 \\ 0 \end{matrix} \right],\left[ \begin{matrix}<br />
0 \\ 0 \\ -1 \\ 0 \end{matrix} \right] \right\}\<br />
)
This is what I don't understand. How do you know that the vectors in the
here are coordinate vectors? An obvious answer - but not the one I'm looking for - is because these vectors aren't in
or
. But what's the true math answer? Thanks a lot ---
so
.
Re: Using Matrices to Find Basis of Image of Linear Transformation
Hint: The linear transformation can be written in the way:
http://quicklatex.com/cache3/ql_369e...77389c5_l3.png
where the column vectors span
and are expressed in coordinates on
.