The second largest eigenvalue and vertex-connectivity of regular   multigraphs
  Let $\mu_2(G)$ be the second smallest Laplacian eigenvalue of a graph $G$. The vertex connectivity of $G$, written $\kappa(G)$, is the minimum size of a vertex set $S$ such that $G-S$ is disconnected. Fiedler proved that $\mu_2(G) \le \kappa(G)$ for a non-complete simple graph $G$; for this reason $\mu_2(G)$ is called the "algebraic connectivity" of $G$. We extend his result to multigraphs. For a pair of vertices $u$ and $v$, let $m(u,v)$ be the number of edges with endpoints $u$ and $v$. For a vertex $v$, let $m(v)=\max_{u \in N(v)} m(v,u)$, where $N(v)$ is the set of neighbors of $v$, and let $m(G)=\max_{v \in V(G)} m(v)$. We prove that for any multigraph $G$ whose underlying graph is not a complete graph, $\mu_2(G) \le \kappa(G) m(G)$.   We also prove that for any $d$-regular multigraph $G$ whose underlying graph is not the complete graph with 2 vertices, if $\mu_2(G) > \frac d4$, then $G$ is 2-connected. For $t\ge2$ and infinitely many $d$, we construct $d$-regular multigraphs $H$ with $\mu_2(H)=d$, $\kappa(H)=t$, and $m(H)=\frac dt$. These graphs show that the inequality $\mu_2(G) \le \kappa(G) m(G)$ is sharp. In addition, we prove that if $G$ is a $d$-regular multigraph whose underlying graph is not a complete graph, then $\mu_2(G) \le d$; equality holds for the graphs in the construction. 
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