Moore graph

The Petersen graph as a Moore graph. Any breadth first search tree has d(d-1)ⁱ vertices in its ith level.

Let G be any graph with maximum degree d and diameter k, and consider the tree formed by breadth first search starting from any vertex v. This tree has 1 vertex at level 0 (v itself), and at most d vertices at level 1 (the neighbors of v). In the next level, there are at most d(d-1) vertices: each neighbor of v uses one of its adjacencies to connect to v and so can have at most d-1 neighbors at level 2. In general, a similar argument shows that at any level 1 ≤ i ≤ k, there can be at most d(d-1)ⁱ vertices. Thus, the total number of vertices can be at most

${\displaystyle 1+d\sum _{i=0}^{k-1}(d-1)^{i}.}$

Hoffman & Singleton (1960) originally defined a Moore graph as a graph for which this bound on the number of vertices is met exactly. Therefore, any Moore graph has the maximum number of vertices possible among all graphs with maximum degree d and diameter k.

Later, Singleton (1968) showed that Moore graphs can equivalently be defined as having diameter k and girth 2k+1; these two requirements combine to force the graph to be d-regular for some d and to satisfy the vertex-counting formula.

Instead of upper bounding the number of vertices in a graph in terms of its maximum degree and its diameter, we can calculate via similar methods a lower bound on the number of vertices in terms of its minimum degree and its girth.[2] Suppose G has minimum degree d and girth 2k+1. Choose arbitrarily a starting vertex v, and as before consider the breadth-first search tree rooted at v. This tree must have one vertex at level 0 (v itself), and at least d vertices at level 1. At level 2 (for k > 1), there must be at least d(d-1) vertices, because each vertex at level 1 has at least d-1 remaining adjacencies to fill, and no two vertices at level 1 can be adjacent to each other or to a shared vertex at level 2 because that would create a cycle shorter than the assumed girth. In general, a similar argument shows that at any level 1 ≤ i ≤ k, there must be at least d(d-1)ⁱ vertices. Thus, the total number of vertices must be at least

${\displaystyle 1+d\sum _{i=0}^{k-1}(d-1)^{i}.}$

In a Moore graph, this bound on the number of vertices is met exactly. Each Moore graph has girth exactly 2k+1: it does not have enough vertices to have higher girth, and a shorter cycle would cause there to be too few vertices in the first k levels of some breadth first search tree. Therefore, any Moore graph has the minimum number of vertices possible among all graphs with minimum degree d and diameter k: it is a cage.

For even girth 2k, one can similarly form a breadth-first search tree starting from the midpoint of a single edge. The resulting bound on the minimum number of vertices in a graph of this girth with minimum degree d is

${\displaystyle 2\sum _{i=0}^{k-1}(d-1)^{i}=1+(d-1)^{k-1}+d\sum _{i=0}^{k-2}(d-1)^{i}.}$

(The right hand side of the formula instead counts the number of vertices in a breadth first search tree starting from a single vertex, accounting for the possibility that a vertex in the last level of the tree may be adjacent to d vertices in the previous level.) Thus, the Moore graphs are sometimes defined as including the graphs that exactly meet this bound. Again, any such graph must be a cage.

The Hoffman–Singleton theorem states that any Moore graph with girth 5 must have degree 2, 3, 7, or 57. The Moore graphs are:[3]

• The complete graphs ${\displaystyle K_{n}}$ on n > 2 nodes (diameter 1, girth 3, degree n-1, order n)
• The odd cycles ${\displaystyle C_{2n+1}}$ (diameter n, girth 2n+1, degree 2, order 2n+1)
• The Petersen graph (diameter 2, girth 5, degree 3, order 10)
• The Hoffman–Singleton graph (diameter 2, girth 5, degree 7, order 50)
• A hypothetical graph of diameter 2, girth 5, degree 57 and order 3250, whose existence is unknown[4]

Although all the known Moore graphs are Vertex-transitive graphs, the unknown one (if it exists) cannot be vertex-transitive, as its automorphism group can have order at most 375, less than its number of vertices.[5]

If the generalized definition of Moore graphs that allows even girth graphs is used, the even girth Moore graphs correspond to incidence graphs of (possible degenerate) Generalized polygons. Some examples are the even cycles ${\displaystyle C_{2n}}$, the complete bipartite graphs ${\displaystyle K_{n,n}}$ with girth four, the Heawood graph with degree 3 and girth 6, and the Tutte–Coxeter graph with degree 3 and girth 8. More generally, it is known that, other than the graphs listed above, all Moore graphs must have girth 5, 6, 8, or 12.[6] The even girth case also follows from the Feit-Higman theorem about possible values of n for a generalized n-gon.

• Degree diameter problem
• Table of the largest known graphs of a given diameter and maximal degree

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• Mačaj, Martin; Širáň, Jozef (2010), "Search for properties of the missing Moore graph", Linear Algebra and its Applications, 432 (9): 2381–2398, doi:10.1016/j.laa.2009.07.018.
• Singleton, Robert R. (1968), "There is no irregular Moore graph", American Mathematical Monthly, 75 (1): 42–43, doi:10.2307/2315106, JSTOR 2315106, MR 0225679

• Brouwer and Haemers: Spectra of graphs
• Eric W. Weisstein, Moore Graph (Hoffman-Singleton Theorem) at MathWorld.