Moore Graph
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In
graph theory In mathematics and computer science, graph theory is the study of ''graph (discrete mathematics), graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of ''Vertex (graph ...
, a Moore graph is a
regular graph In graph theory, a regular graph is a Graph (discrete mathematics), graph where each Vertex (graph theory), vertex has the same number of neighbors; i.e. every vertex has the same Degree (graph theory), degree or valency. A regular directed graph ...
whose
girth Girth may refer to: Mathematics * Girth (functional analysis), the length of the shortest centrally symmetric simple closed curve on the unit sphere of a Banach space * Girth (geometry), the perimeter of a parallel projection of a shape * Girth ...
(the shortest cycle length) is more than twice its
diameter In geometry, a diameter of a circle is any straight line segment that passes through the centre of the circle and whose endpoints lie on the circle. It can also be defined as the longest Chord (geometry), chord of the circle. Both definitions a ...
(the distance between the farthest two vertices). If the degree of such a graph is and its diameter is , its girth must equal . This is true, for a graph of degree and diameter , if and only if its number of vertices (its order) equals :1 + d\sum_^(d-1)^i, an
upper bound In mathematics, particularly in order theory, an upper bound or majorant of a subset of some preordered set is an element of that is every element of . Dually, a lower bound or minorant of is defined to be an element of that is less ...
on the largest possible number of vertices in any graph with this degree and diameter. Therefore, these graphs solve the
degree diameter problem In graph theory, the degree diameter problem is the problem of finding the largest possible graph (in terms of the size of its vertex set ) of diameter such that the largest degree of any of the vertices in is at most . The size of is boun ...
for their parameters. Another equivalent definition of a Moore graph is that it has girth and precisely cycles of length , where and are, respectively, the numbers of vertices and edges of . They are in fact extremal with respect to the number of cycles whose length is the girth of the graph. Moore graphs were named by 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 A cage is an enclosure often made of mesh, bars, or wires, used to confine, contain or protect something or someone. A cage can serve many purposes, including keeping an animal or person in captivity, capturing an animal or person, and displayi ...
. 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 be any graph with maximum degree and diameter , and consider the tree formed by
breadth-first search Breadth-first search (BFS) is an algorithm for searching a tree data structure for a node that satisfies a given property. It starts at the tree root and explores all nodes at the present depth prior to moving on to the nodes at the next dept ...
starting from any vertex . This tree has 1 vertex at level 0 ( itself), and at most vertices at level 1 (the neighbors of ). In the next level, there are at most vertices: each neighbor of uses one of its adjacencies to connect to and so can have at most neighbors at level 2. In general, a similar argument shows that at any level , there can be at most vertices. Thus, the total number of vertices can be at most :1+d\sum_^(d-1)^i. 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 and diameter . Later, showed that Moore graphs can equivalently be defined as having diameter and girth ; these two requirements combine to force the graph to be -regular for some 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. Suppose has minimum degree and girth . Choose arbitrarily a starting vertex , and as before consider the breadth-first search tree rooted at . This tree must have one vertex at level 0 ( itself), and at least vertices at level 1. At level 2 (for ), there must be at least vertices, because each vertex at level 1 has at least 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 , there must be at least vertices. Thus, the total number of vertices must be at least :1 + d\sum_^(d-1)^i. In a Moore graph, this bound on the number of vertices is met exactly. Each Moore graph has girth exactly : 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 levels of some breadth-first search tree. Therefore, any Moore graph has the minimum number of vertices possible among all graphs with minimum degree and girth : it is a cage. For even girth , 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 is :2\sum_^(d-1)^i = 1+(d-1)^ + d\sum_^(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 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 graph In the mathematical field of graph theory, a complete graph is a simple undirected graph in which every pair of distinct vertices is connected by a unique edge. A complete digraph is a directed graph in which every pair of distinct vertices i ...
s on nodes (diameter 1, girth 3, degree , order ) * The odd
cycles Cycle, cycles, or cyclic may refer to: Anthropology and social sciences * Cyclic history, a theory of history * Cyclical theory, a theory of American political history associated with Arthur Schlesinger, Sr. * Social cycle, various cycles in ...
(diameter , girth , degree 2, order ). This includes with diameter 2, girth 5, degree 2, and order 5. * The
Petersen graph In the mathematical field of graph theory, the Petersen graph is an undirected graph with 10 vertices and 15 edges. It is a small graph that serves as a useful example and counterexample for many problems in graph theory. The Petersen graph i ...
(diameter 2, girth 5, degree 3, order 10) * The
Hoffman–Singleton graph In the mathematical field of graph theory, the Hoffman–Singleton graph is a undirected graph with 50 vertices and 175 edges. It is the unique strongly regular graph with parameters (50,7,0,1). It was constructed by Alan Hoffman and Robert ...
(diameter 2, girth 5, degree 7, order 50) * A hypothetical graph (or more than one) of diameter 2, girth 5, degree 57 and order 3250; the existence of such is unknown and is one of the most famous
open problem In science and mathematics, an open problem or an open question is a known problem which can be accurately stated, and which is assumed to have an objective and verifiable solution, but which has not yet been solved (i.e., no solution for it is kno ...
s in graph theory. Although all the known Moore graphs are
vertex-transitive graph In the mathematics, mathematical field of graph theory, an Graph automorphism, automorphism is a permutation of the Vertex (graph theory), vertices such that edges are mapped to edges and non-edges are mapped to non-edges. A graph is a vertex-tr ...
s, the unknown one (if it exists) cannot be vertex-transitive, as its
automorphism group In mathematics, the automorphism group of an object ''X'' is the group consisting of automorphisms of ''X'' under composition of morphisms. For example, if ''X'' is a finite-dimensional vector space, then the automorphism group of ''X'' is the g ...
can have
order Order, ORDER or Orders may refer to: * A socio-political or established or existing order, e.g. World order, Ancien Regime, Pax Britannica * Categorization, the process in which ideas and objects are recognized, differentiated, and understood ...
at most 375, less than its number of vertices. 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 polygon In mathematics, a generalized polygon is an incidence structure introduced by Jacques Tits in 1959. Generalized ''n''-gons encompass as special cases projective planes (generalized triangles, ''n'' = 3) and generalized quadrangles (''n'' = 4). Ma ...
s. Some examples are the even cycles , the
complete bipartite graph In the mathematical field of graph theory, a complete bipartite graph or biclique is a special kind of bipartite graph where every vertex of the first set is connected to every vertex of the second set..Electronic edition page 17. Graph theory ...
s with girth four, the
Heawood graph In the mathematical field of graph theory, the Heawood graph is an undirected graph with 14 vertices and 21 edges, named after Percy John Heawood. Combinatorial properties The graph is cubic, and all cycles in the graph have six or more edges. ...
with degree 3 and girth 6, and the
Tutte–Coxeter graph In the mathematics, mathematical field of graph theory, the Tutte–Coxeter graph or Tutte eight-cage or Cremona–Richmond graph is a 3-regular graph with 30 vertices and 45 edges. As the unique smallest cubic graph of girth (graph theory), girt ...
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.; The even girth case also follows from the Feit-Higman theorem about possible values of for a generalized -gon.


See also

* Table of the largest known graphs of a given diameter and maximal degree


Notes


References

* * * . * * *. * *. *


External links

* Brouwer and Haemers
Spectra of graphs
* {{MathWorld2, urlname=MooreGraph, title=Moore Graph, urlname2=Hoffman-SingletonTheorem, title2=Hoffman-Singleton Theorem Graph families Regular graphs