Johnson Graph
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In
mathematics 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 ...
, Johnson graphs are a special class of
undirected graph In discrete mathematics, particularly in graph theory, a graph is a structure consisting of a set of objects where some pairs of the objects are in some sense "related". The objects are represented by abstractions called '' vertices'' (also call ...
s defined from systems of sets. The vertices of the Johnson graph J(n,k) are the k-element
subset In mathematics, a Set (mathematics), set ''A'' is a subset of a set ''B'' if all Element (mathematics), elements of ''A'' are also elements of ''B''; ''B'' is then a superset of ''A''. It is possible for ''A'' and ''B'' to be equal; if they a ...
s of an n-element set; two vertices are adjacent when the
intersection In mathematics, the intersection of two or more objects is another object consisting of everything that is contained in all of the objects simultaneously. For example, in Euclidean geometry, when two lines in a plane are not parallel, their ...
of the two vertices (subsets) contains (k-1)-elements.. Both Johnson graphs and the closely related Johnson scheme are named after Selmer M. Johnson.


Special cases

*Both J(n,1) and J(n,n-1) 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 ...
. *J(4,2) is the octahedral graph. *J(5,2) is the complement 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 i ...
, hence the
line graph In the mathematics, mathematical discipline of graph theory, the line graph of an undirected graph is another graph that represents the adjacencies between edge (graph theory), edges of . is constructed in the following way: for each edge i ...
of . More generally, for all n, the Johnson graph J(n,2) is the line graph of and the complement of the Kneser graph K(n,2).


Graph-theoretic properties

* J(n,k) is
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between the ...
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 vert ...
in the graph. In particular this means that it has 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 ...
. * 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 ...
, called a hypersimplex. * Any
maximal clique In 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 complete. Cliques are one of t ...
is either of the form \ for a (k - 1)-element subset S and k < n - 1, or of the form \ for a (k + 1)-element set S for k > 1, or of the form \ in the edge case (n, k) = (2, 1). * The
clique number In 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 complete. Cliques are one of t ...
of J(n,k) is given by an expression in terms of its least and greatest
eigenvalue In linear algebra, an eigenvector ( ) or characteristic vector is a vector that has its direction unchanged (or reversed) by a given linear transformation. More precisely, an eigenvector \mathbf v of a linear transformation T is scaled by a ...
s: \omega(J(n,k)) = 1 - \lambda_/\lambda_, or, by the above explicit description of maximal cliques, \omega(J(n,k)) = \max\. * The
chromatic number In graph theory, graph coloring is a methodic assignment of labels traditionally called "colors" to elements of a graph. The assignment is subject to certain constraints, such as that no two adjacent elements have the same color. Graph coloring i ...
of J(n,k) is at most n, \chi(J(n,k)) \leq n. * Each Johnson graph is ''locally grid'', meaning that the
induced subgraph In graph theory, an induced subgraph of a graph is another graph, formed from a subset of the vertices of the graph and ''all'' of the edges, from the original graph, connecting pairs of vertices in that subset. Definition Formally, let G=(V,E) ...
of the neighbors of any vertex is a rook's graph. More precisely, in the Johnson graph J(n,k), each neighborhood is a k\times (n-k) rook's graph.


Automorphism group

There is a distance-transitive
subgroup In group theory, a branch of mathematics, a subset of a group G is a subgroup of G if the members of that subset form a group with respect to the group operation in G. Formally, given a group (mathematics), group under a binary operation  ...
of \operatorname(J(n,k))
isomorphic In mathematics, an isomorphism is a structure-preserving mapping or morphism between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between the ...
to \operatorname(n). In fact, \operatorname(J(n,k)) \cong \operatorname(n), except that when n = 2k \geq 4, \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 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 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
eigenvector In linear algebra, an eigenvector ( ) or characteristic vector is a vector that has its direction unchanged (or reversed) by a given linear transformation. More precisely, an eigenvector \mathbf v of a linear transformation T is scaled by ...
s of J(n,k) have an explicit description.


Johnson scheme

The Johnson graph J(n,k) is closely related to the Johnson scheme, an
association scheme The theory of association schemes arose in statistics, in the theory of design of experiments, experimental design for the analysis of variance. In mathematics, association schemes belong to both algebra and combinatorics. In algebraic combinatori ...
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 and set sum, 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 ...
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 two ...
distances in the Johnson graph. The Johnson scheme is also related to another family of distance-transitive graphs, the
odd graph In the mathematics, mathematical field of graph theory, the odd graphs are a family of symmetric graphs defined from certain set systems. They include and generalize the Petersen graph. The odd graphs have high odd girth, meaning that they conta ...
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 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 ...
.


See also

* Grassmann graph


References


External links

* *{{citation, 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