Question: Show that tfae:
The endomorphism of the torus $T_A:\mathbb{T}^n\to\mathbb{T}^n, [x]\mapsto[Ax]$, where $[x]:=\{x+y:y\in\mathbb{Z}^n\}$ and $A\in M_n(\mathbb{Z})$, is invertible.
$x\in\mathbb{Z}^n \iff Ax\in\mathbb{Z}^n$.
$|\det A|=1$.
Motivation: This question is from Barreira & Valls' Dynamical Systems: an Introduction (p. 25), which I am reading as a reading course.
I think we need to establish a relation between $|\det A|=1$ and that $A^{-1}\in M_n(\mathbb{Z})$. I could not prove this, but supposing it I could do $1\implies2, 3\implies2$ and $3\implies1$.
Well, $\det(A\cdot B)=\det A\cdot\det B$, and also, $\det A\in\Bbb Z$ if the entries of $A$ are from $\Bbb Z$.
So, if $\exists A^{-1}\in M_n(\Bbb Z)$, then we have the following product of integers as $AA^{-1}=I$ and $\det(I)=1$: $$\det A\cdot \det(A^{-1})=1\,.$$
For $2\implies3$: if $A$ (any real matrix) is not invertible, then $0$ is an eigenvalue, so there is a whole line mapped to $0$, and a line definitely contains points out of $\Bbb Z^n$. So, assuming $2$, $A$ must be invertible, but the condition also implies that the preimages of the standard basis vectors are all in $\Bbb Z^n$, which are just the columns of $A^{-1}$.