Finding the image of a matrix given two examples of transformations

linear algebralinear-transformationsmatrices

I was given the following question:

Let $e_1=\left(\begin{matrix}1\\0\\\end{matrix}\right)$ and $e_2=\left(\begin{matrix}0\\1\\\end{matrix}\right)$, $y_1=\left(\begin{matrix}3\\5\\\end{matrix}\right)$ and $y_2=\left(\begin{matrix}-1\\8\\\end{matrix}\right)$. Let $T:\mathbb{R^2}\rightarrow\mathbb{R^2}$ be a linear transformation that maps $e_1$ to $y_1$ and $e_2$ to $y_2$. Find the image of $\left(\begin{matrix}4\\-3\\\end{matrix}\right)$.

It seems that I am supposed to find the matrix that results in the given transformations, and then apply that to the given vector. Is there a method to doing this? Am I misunderstanding the problem?

Best Answer

Yes, your thought on how to approach it is correct. Every linear transformation is uniquely determined by its action on a basis. In this case, suppose the matrix of the transformation is $A = \left( \begin{array}{cc} a & b \\ c & d \end{array}\right)$. So you know $$ \left( \begin{array}{cc} a & b \\ c & d \end{array}\right)\left(\begin{array}{c} 1 \\ 0 \end{array}\right) = \left (\begin{array}{c} 3 \\ 5 \end{array}\right) $$ Does that tell you anything about the matrix $A$?