\beginsolution Let $|G| = p^2$. The center $Z(G)$ is nontrivial by the class equation (since $|G| = |Z(G)| + \sum |G:C_G(g_i)|$, each term divisible by $p$). So $|Z(G)| = p$ or $p^2$.
\beginsolution Recall: \beginitemize \item Centralizer: $C_G(H) = \ g \in G \mid gh = hg \ \forall h \in H \$. \item Normalizer: $N_G(H) = \ g \in G \mid gHg^-1 = H \$. \enditemize If $g \in C_G(H)$, then for all $h \in H$, $ghg^-1 = h \in H$, so $gHg^-1 = H$. Hence $g \in N_G(H)$. Therefore $C_G(H) \subseteq N_G(H)$. Both are subgroups of $G$, so $C_G(H) \le N_G(H)$. \endsolution Dummit And Foote Solutions Chapter 4 Overleaf High Quality
\beginsolution We know $\Aut(\Z/n\Z) \cong (\Z/n\Z)^\times$, the group of units modulo $n$. For $n=8$, \[ (\Z/8\Z)^\times = \1,3,5,7\. \] This group has order 4 and each non-identity element has order 2: \beginalign* 3^2 &= 9 \equiv 1 \pmod8,\\ 5^2 &= 25 \equiv 1 \pmod8,\\ 7^2 &= 49 \equiv 1 \pmod8. \endalign* The only group of order 4 with all non-identity elements of order 2 is $\Z/2\Z \times \Z/2\Z$ (Klein four). Hence $\Aut(\Z/8\Z) \cong \Z/2\Z \times \Z/2\Z$. \endsolution \beginsolution Let $|G| = p^2$
\beginsolution Let $G = \langle g \rangle$ be a cyclic group. Then every element $a, b \in G$ can be written as $a = g^m$, $b = g^n$ for some integers $m, n$. Then \[ ab = g^m g^n = g^m+n = g^n+m = g^n g^m = ba. \] Thus $G$ is abelian. \endsolution Hence $g \in N_G(H)$
\subsection*Exercise 4.4.7 \textitShow that $\Aut(\Z/8\Z) \cong \Z/2\Z \times \Z/2\Z$.
\subsection*Problem S4.1 \textitClassify all groups of order 8 up to isomorphism.