Let the $T : \mathbb{R}^2 \to \mathbb{R}^2$ be a linear transformation. How can I prove that the transformation T over a unit vector is also a unit vector? Does a linear transformation always preserve the distance?
I know that there must exist a matrix $A$ such that $T(u) = A u$ and $||u||^2 = u \cdot u =1$.
$$||T(u)||^2 = T(u) \cdot T(u) = Au \cdot Au$$
Not sure how to finish this.
Linear transformations are affine, which means they preserve colinearity, parallelism, and origin, but they need not preserve distance. For example the matrix given by \begin{bmatrix} k & 0\\ 0 & 1 \end{bmatrix} Corresponds to the map $T:\mathbb{R}^2\to\mathbb{R}^2$ which stretches everything by $k$ along the $x$ axis. You can verify that this does not preserve unit vectors by considering the unit vector along the $x$ axis (unless $k = \pm 1$).