# Moore graph

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In graph theory, a **Moore graph** is a regular graph of degree *d* and diameter *k* whose number of vertices equals the upper bound

An equivalent definition of a Moore graph is that it is a graph of diameter *k* with girth 2*k* + 1. Another equivalent definition of a Moore graph *G* is that it has girth *g = 2k+1* and precisely cycles of length *g,* where *n,m* is the number of vertices (resp. edges) of *G.* They are in fact extremal with respect to the number of cycles whose length is the girth of the graph (Azarija & Klavžar 2015).

Moore graphs were named by Hoffman & Singleton (1960) after Edward F. Moore, who posed the question of describing and classifying these graphs.

As well as having the maximum possible number of vertices for a given combination of degree and diameter, Moore graphs have the minimum possible number of vertices for a regular graph with given degree and girth. That is, any Moore graph is a cage (Erdős, Rényi & Sós 1966). The formula for the number of vertices in a Moore graph can be generalized to allow a definition of Moore graphs with even girth as well as odd girth, and again these graphs are cages.

## Bounding vertices by degree and diameter

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

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 2*k*+1; these two requirements combine to force the graph to be *d*-regular for some *d* and to satisfy the vertex-counting formula.

## Moore graphs as cages

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 (Erdős, Rényi & Sós 1966). Suppose *G* has minimum degree *d* and girth 2*k*+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

In a Moore graph, this bound on the number of vertices is met exactly. Each Moore graph has girth exactly 2*k*+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 2*k*, 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

(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.

## Examples

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

- The complete graphs on n > 2 nodes. (diameter 1, girth 3, degree n-1, order n)
- The odd cycles . (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; it is currently unknown whether such a graph exists.

Unlike all other Moore graphs, Higman proved that the unknown Moore graph cannot be vertex-transitive. Mačaj and Širáň further proved that the order of the automorphism group of such a graph is at most 375.

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 , the complete bipartite graphs 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 (Bannai & Ito 1973; Damerell 1973) that, other than the graphs listed above, all Moore graphs must have girth 5, 6, 8, or 12. The even girth case also follows from the Feit-Higman theorem about possible values of n for a generalized n-gon.

## See also

## References

- Azarija, Jernej; Klavžar, Sandi (2015), "Moore Graphs and Cycles Are Extremal Graphs for Convex Cycles",
*Journal of Graph Theory*,**80**: 34–42, doi:10.1002/jgt.21837 - Bollobás, Béla (1998), "Chap.VIII.3",
*Modern graph theory*, Graduate Texts in Mathematics,**184**, Springer-Verlag. - Bannai, E.; Ito, T. (1973), "On finite Moore graphs",
*Journal of the Faculty of Science, the University of Tokyo. Sect. 1 A, Mathematics*,**20**: 191–208, MR 0323615 - Damerell, R. M. (1973), "On Moore graphs",
*Mathematical Proceedings of the Cambridge Philosophical Society*,**74**: 227–236, doi:10.1017/S0305004100048015, MR 0318004 - Erdős, Paul; Rényi, Alfréd; Sós, Vera T. (1966), "On a problem of graph theory" (PDF),
*Studia Sci. Math. Hungar.*,**1**: 215–235. - Hoffman, Alan J.; Singleton, Robert R. (1960), "Moore graphs with diameter 2 and 3",
*IBM Journal of Research and Development*,**5**(4): 497–504, doi:10.1147/rd.45.0497, MR 0140437 - Mačaj, Martin; Širáň, Jozef (2010), "Search for properties of the missing Moore graph",
*Linear Algebra and its Applications*,**432**: 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, MR 0225679

## External links

- Brouwer and Haemers: Spectra of graphs
- Weisstein, Eric W. "Moore Graph".
*MathWorld*.