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Johnson graphs are a special class of
undirected graph In discrete mathematics, and more specifically in graph theory, a graph is a structure amounting to a set of objects in which some pairs of the objects are in some sense "related". The objects correspond to mathematical abstractions called '' v ...
s defined from systems of sets. The vertices of the Johnson graph J(n,k) are the k-element subsets of an n-element set; two vertices are adjacent when the intersection of the two vertices (subsets) contains (k-1)-elements.. Both Johnson graphs and the closely related
Johnson scheme In mathematics, the Johnson scheme, named after Selmer M. Johnson, is also known as the triangular association scheme. It consists of the set of all binary vectors ''X'' of length ''ℓ'' and weight ''n'', such that v=\left, X\=\binom.F. J. Mac ...
are named after
Selmer M. Johnson Selmer Martin Johnson (21 May 1916 – 26 June 1996) was an American mathematician, a researcher at the RAND Corporation. Biography Johnson was born on May 21, 1916, in Buhl, Minnesota. He earned a B.A. and then an M.A. in mathematics from the U ...
.


Special cases

*J(n,1) is 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 is c ...
. *J(4,2) is the
octahedral graph In geometry, an octahedron (plural: octahedra, octahedrons) is a polyhedron with eight faces. The term is most commonly used to refer to the regular octahedron, a Platonic solid composed of eight equilateral triangles, four of which meet at ea ...
. *J(5,2) is 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 a ...
of 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 is n ...
, hence the
line graph In the mathematical discipline of graph theory, the line graph of an undirected graph is another graph that represents the adjacencies between edges of . is constructed in the following way: for each edge in , make a vertex in ; for every ...
of . More generally, for all n, the Johnson graph J(n,2) is the complement of the
Kneser graph In graph theory, the Kneser graph (alternatively ) is the graph whose vertices correspond to the -element subsets of a set of elements, and where two vertices are adjacent if and only if the two corresponding sets are disjoint. Kneser graphs a ...
K(n,2).


Graph-theoretic properties

* J(n,k) is isomorphic to J(n,n-k). * For all 0 \leq j \leq \operatorname(J(n,k)), any pair of vertices at distance j share k-j elements in common. * J(n,k) is Hamilton-connected, meaning that every pair of vertices forms the endpoints of a
Hamiltonian path In the mathematical field of graph theory, a Hamiltonian path (or traceable path) is a path in an undirected or directed graph that visits each vertex exactly once. A Hamiltonian cycle (or Hamiltonian circuit) is a cycle that visits each vertex ...
in the graph. In particular this means that it has a Hamiltonian cycle. * It is also known that the Johnson graph J(n,k)~ is~k(n-k)-vertex-connected. * J(n,k) forms the graph of vertices and edges of an (''n'' − 1)-dimensional
polytope In elementary geometry, a polytope is a geometric object with flat sides (''faces''). Polytopes are the generalization of three-dimensional polyhedra to any number of dimensions. Polytopes may exist in any general number of dimensions as an -d ...
, called a
hypersimplex In polyhedral combinatorics, the hypersimplex \Delta_ is a convex polytope that generalizes the simplex. It is determined by two integers d and k, and is defined as the convex hull of the d-dimensional vectors whose coefficients consist of k ones ...
. * the
clique number In the mathematical area of graph theory, a clique ( or ) is a subset of vertices of an undirected graph such that every two distinct vertices in the clique are adjacent. That is, a clique of a graph G is an induced subgraph of G that is comple ...
of J(n,k) is given by an expression in terms of its least and greatest eigenvalues: \omega(J(n,k)) = 1 - \tfrac. * The
chromatic number In graph theory, graph coloring is a special case of graph labeling; it is an assignment of labels traditionally called "colors" to elements of a graph subject to certain constraints. In its simplest form, it is a way of coloring the vertices o ...
of J(n,k) is at most n, \chi(J(n,k)) \leq n.


Automorphism group

There is a distance-transitive subgroup of \operatorname(J(n,k)) isomorphic to \operatorname(n). In fact, \operatorname(J(n,k)) \cong \operatorname(n), unless n = 2k \geq 4; otherwise, \operatorname(J(n,k)) \cong \operatorname(n) \times C_2.


Intersection array

As a consequence of being distance-transitive, J(n,k) is also distance-regular. Letting d denote its diameter, the intersection array of J(n,k) is given by :\left\ where: :\begin b_ &= (k - j)(n - k - j) && 0 \leq j < d \\ c_ &= j^2 && 0 < j \leq d \end It turns out that unless J(n,k) is J(8,2), its intersection array is not shared with any other distinct distance-regular graph; the intersection array of J(8,2) is shared with three other distance-regular graphs that are not Johnson graphs.


Eigenvalues and Eigenvectors

* The characteristic polynomial of J(n,k) is given by ::\phi(x) := \prod_^ \left (x-A_(j)\right )^. :where A_(j) = (k-j)(n-k-j)-j. * The eigenvectors of J(n,k) have an explicit description.


Johnson scheme

The Johnson graph J(n,k) is closely related to the
Johnson scheme In mathematics, the Johnson scheme, named after Selmer M. Johnson, is also known as the triangular association scheme. It consists of the set of all binary vectors ''X'' of length ''ℓ'' and weight ''n'', such that v=\left, X\=\binom.F. J. Mac ...
, an
association scheme The theory of association schemes arose in statistics, in the theory of experimental design for the analysis of variance. In mathematics, association schemes belong to both algebra and combinatorics. In algebraic combinatorics, association sch ...
in which each pair of -element sets is associated with a number, half the size of the
symmetric difference In mathematics, the symmetric difference of two sets, also known as the disjunctive union, is the set of elements which are in either of the sets, but not in their intersection. For example, the symmetric difference of the sets \ and \ is \. Th ...
of the two sets.. The Johnson graph has an edge for every pair of sets at distance one in the association scheme, and the distances in the association scheme are exactly the
shortest path In graph theory, the shortest path problem is the problem of finding a path between two vertices (or nodes) in a graph such that the sum of the weights of its constituent edges is minimized. The problem of finding the shortest path between tw ...
distances in the Johnson graph. The Johnson scheme is also related to another family of distance-transitive graphs, the
odd graph In the mathematical field of graph theory, the odd graphs ''On'' are a family of symmetric graphs with high odd girth, defined from certain set systems. They include and generalize the Petersen graph. Definition and examples The odd graph ''On'' ...
s, whose vertices are k-element subsets of an (2k+1)-element set and whose edges correspond to disjoint pairs of subsets.


Open Problems

The vertex-expansion properties of Johnson graphs, as well as the structure of the corresponding extremal sets of vertices of a given size, are not fully understood. However, an asymptotically tight lower-bound on expansion of large sets of vertices was recently obtained. In general, determining the chromatic number of a Johnson graph is an open problem.


See also

* Grassmann graph


References


External links

* *{{cite web, url = http://www.win.tue.nl/~aeb/graphs/Johnson.html, title = Johnson graphs, first = Andries E., last = Brouwer, authorlink = Andries E. Brouwer Parametric families of graphs Regular graphs