Wednesday, January 9, 2008

Definitions of Expander Graph

There are several different ways to measure the expansion properties of a finite, undirected multigraph G.

Edge Expansion

The edge expansion h(G) of a graph G is defined as

h(G) = \min_{1 \le |S|\le \frac{n}{2} } \frac{|\partial(S)|}{|S|}

where the minimum is over all nonempty sets S of at most n / 2 vertices, and \partial(S) stands for the set of edges with exactly one endpoint in S.

Vertex Expansion

The α-vertex expansion gα(G) of a graph G is defined as

g_{\alpha(G)} = \min_{1 \le |S|\le \alpha{n}} \frac{|\Gamma(S)|}{|S|}

where Γ(S) stands for the set of vertices with at least one neighbor in S. In a variant of this definition (called unique neighbor expansion) Γ(S) stands for the set of vertices in V with exactly one neighbor in S.

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