I am wondering what the structure of the automorphism group of the general affine group of the affine line over a finite field looks like. I'll make that a bit more precise:
If $k$ is a finite field, and $\operatorname{AGL}_1(k)$ its group of affine transformations, i.e. maps of the form $$k\ \longrightarrow\ k:\ x\ \longmapsto\ ax+b,$$ with $a\in k^{\times}$ and $b\in k$, then what is the isomorphism type of $\operatorname{Aut}(\operatorname{AGL}_1(k))$?
I know that $\operatorname{AGL}_1(k)\cong k\rtimes k^{\times}$, where the semi-direct product is given by the natural action of $k^{\times}$ on $k$ by multiplication. Also, as the center of $\operatorname{AGL}_1(k)$ is trivial, it is isomorphic to a subgroup of its isomorphism group. Any automorphism of $\operatorname{AGL}_1(k)$ restricts to a group automorphism of $k^{+}$, of which there are very many, unfortunately.
What is a good way to approach this problem?