In the
mathematical
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
field of
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 complete graph is a
simple
Simple or SIMPLE may refer to:
*Simplicity, the state or quality of being simple
Arts and entertainment
* ''Simple'' (album), by Andy Yorke, 2008, and its title track
* "Simple" (Florida Georgia Line song), 2018
* "Simple", a song by John ...
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 is connected by a pair of unique edges (one in each direction).
Graph theory itself is typically dated as beginning with
Leonhard Euler
Leonhard Euler ( ; ; ; 15 April 170718 September 1783) was a Swiss polymath who was active as a mathematician, physicist, astronomer, logician, geographer, and engineer. He founded the studies of graph theory and topology and made influential ...
's 1736 work on the
Seven Bridges of Königsberg. However,
drawing
Drawing is a Visual arts, visual art that uses an instrument to mark paper or another two-dimensional surface, or a digital representation of such. Traditionally, the instruments used to make a drawing include pencils, crayons, and ink pens, some ...
s of complete graphs, with their vertices placed on the points of a
regular polygon
In Euclidean geometry, a regular polygon is a polygon that is Equiangular polygon, direct equiangular (all angles are equal in measure) and Equilateral polygon, equilateral (all sides have the same length). Regular polygons may be either ''convex ...
, had already appeared in the 13th century, in the work of
Ramon Llull
Ramon Llull (; ; – 1316), sometimes anglicized as ''Raymond Lully'', was a philosopher, theologian, poet, missionary, Christian apologist and former knight from the Kingdom of Majorca.
He invented a philosophical system known as the ''Art ...
. Such a drawing is sometimes referred to as a mystic rose.
Properties
The complete graph on vertices is denoted by . Some sources claim that the letter in this notation stands for the German word , but the German name for a complete graph, , does not contain the letter , and other sources state that the notation honors the contributions of
Kazimierz Kuratowski to graph theory.
has edges (a
triangular number), and is a
regular graph of
degree . All complete graphs are their own
maximal cliques. They are maximally
connected as the only
vertex cut which disconnects the graph is the complete set of vertices. The
complement graph
In the mathematical field of graph theory, the complement or inverse of a graph is a graph on the same vertices such that two distinct vertices of are adjacent if and only if they are not adjacent in . That is, to generate the complement of ...
of a complete graph is an
empty graph.
If the edges of a complete graph are each given an
orientation, the resulting
directed graph is called a
tournament
A tournament is a competition involving at least three competitors, all participating in a sport or game. More specifically, the term may be used in either of two overlapping senses:
# One or more competitions held at a single venue and concen ...
.
can be decomposed into trees such that has vertices. Ringel's conjecture asks if the complete graph can be decomposed into copies of any tree with edges. This is known to be true for sufficiently large .
The number of all distinct
paths between a specific pair of vertices in is given by
:
where refers to
Euler's constant, and
:
The number of
matchings of the complete graphs are given by the
telephone numbers
: 1, 1, 2, 4, 10, 26, 76, 232, 764, 2620, 9496, 35696, 140152, 568504, 2390480, 10349536, 46206736, ... .
These numbers give the largest possible value of the
Hosoya index for an -vertex graph. The number of
perfect matchings of the complete graph (with even) is given by the
double factorial
In mathematics, the double factorial of a number , denoted by , is the product of all the positive integers up to that have the same Parity (mathematics), parity (odd or even) as . That is,
n!! = \prod_^ (n-2k) = n (n-2) (n-4) \cdots.
Restated ...
.
The
crossing numbers up to are known, with requiring either 7233 or 7234 crossings. Further values are collected by the Rectilinear Crossing Number project. Rectilinear Crossing numbers for are
:0, 0, 0, 0, 1, 3, 9, 19, 36, 62, 102, 153, 229, 324, 447, 603, 798, 1029, 1318, 1657, 2055, 2528, 3077, 3699, 4430, 5250, 6180, ... .
Geometry and topology

A complete graph with nodes represents the edges of an -
simplex. Geometrically forms the edge set of a
triangle
A triangle is a polygon with three corners and three sides, one of the basic shapes in geometry. The corners, also called ''vertices'', are zero-dimensional points while the sides connecting them, also called ''edges'', are one-dimension ...
, a
tetrahedron
In geometry, a tetrahedron (: tetrahedra or tetrahedrons), also known as a triangular pyramid, is a polyhedron composed of four triangular Face (geometry), faces, six straight Edge (geometry), edges, and four vertex (geometry), vertices. The tet ...
, etc. The
Császár polyhedron, a nonconvex polyhedron with the topology of a
torus
In geometry, a torus (: tori or toruses) is a surface of revolution generated by revolving a circle in three-dimensional space one full revolution about an axis that is coplanarity, coplanar with the circle. The main types of toruses inclu ...
, has the complete graph as its
skeleton
A skeleton is the structural frame that supports the body of most animals. There are several types of skeletons, including the exoskeleton, which is a rigid outer shell that holds up an organism's shape; the endoskeleton, a rigid internal fra ...
. Every
neighborly polytope in four or more dimensions also has a complete skeleton.
through are all
planar graph
In graph theory, a planar graph is a graph (discrete mathematics), graph that can be graph embedding, embedded in the plane (geometry), plane, i.e., it can be drawn on the plane in such a way that its edges intersect only at their endpoints. ...
s. However, every planar drawing of a complete graph with five or more vertices must contain a crossing, and the nonplanar complete graph plays a key role in the characterizations of planar graphs: by
Kuratowski's theorem
In graph theory, Kuratowski's theorem is a mathematical forbidden graph characterization of planar graphs, named after Kazimierz Kuratowski. It states that a finite graph is planar if and only if it does not contain a Glossary of graph theory#Su ...
, a graph is planar if and only if it contains neither nor the
complete bipartite graph as a subdivision, and by
Wagner's theorem the same result holds for
graph minors in place of subdivisions. As part of the
Petersen family, plays a similar role as one of the
forbidden minors for
linkless embedding. In other words, and as Conway and Gordon
proved, every embedding of into three-dimensional space is intrinsically linked, with at least one pair of linked triangles. Conway and Gordon also showed that any three-dimensional embedding of contains a
Hamiltonian cycle
In the mathematics, mathematical field of graph theory, a Hamiltonian path (or traceable path) is a path (graph theory), path in an undirected or directed graph that visits each vertex (graph theory), vertex exactly once. A Hamiltonian cycle (or ...
that is embedded in space as a
nontrivial knot.
Examples
Complete graphs on
vertices, for
between 1 and 12, are shown below along with the numbers of edges:
See also
*
Fully connected network, in computer networking
*
Complete bipartite graph (or biclique), a special
bipartite graph where every vertex on one side of the bipartition is connected to every vertex on the other side
* The
simplex, which is identical to a complete graph of
vertices, where
is the
dimension
In physics and mathematics, the dimension of a mathematical space (or object) is informally defined as the minimum number of coordinates needed to specify any point within it. Thus, a line has a dimension of one (1D) because only one coo ...
of the simplex.
References
External links
*
{{Authority control
Parametric families of graphs
Regular graphs