Johnson graph
{{Short description|Class of undirected graphs defined from systems of sets}}
{{infobox graph
| name = Johnson graph
| image = 280px
| image_caption = The Johnson graph J(5,2)
| namesake = Selmer M. Johnson
| vertices =
| edges =
| diameter =
| properties = -regular
Vertex-transitive
Distance-transitive
Hamilton-connected
| notation =
}}
In mathematics, Johnson graphs are a special class of undirected graphs defined from systems of sets. The vertices of the Johnson graph are the -element subsets of an -element set; two vertices are adjacent when the intersection of the two vertices (subsets) contains -elements.{{citation
| last1 = Holton | first1 = D. A.
| last2 = Sheehan | first2 = J.
| contribution = The Johnson graphs and even graphs
| doi = 10.1017/CBO9780511662058
| isbn = 0-521-43594-3
| location = Cambridge
| mr = 1232658
| page = 300
| publisher = Cambridge University Press
| series = Australian Mathematical Society Lecture Series
| title = The Petersen graph
| title-link = The Petersen Graph
| contribution-url = https://books.google.com/books?id=sMSOSgbCx3kC&pg=PA300
| volume = 7
| year = 1993}}. Both Johnson graphs and the closely related Johnson scheme are named after Selmer M. Johnson.
Special cases
- Both and are the complete graph {{mvar|Kn}}.
- is the octahedral graph.{{citation
| last = Stanić | first = Zoran
| year = 2017
| title = Regular Graphs: A Spectral Approach
| url = https://books.google.com/books?id=igLEDgAAQBAJ&pg=PA63
| page = 63–64
| publisher = de Gruyter
| isbn = 978-3-11-035135-4
}}
- is the complement of the Petersen graph, hence the line graph of {{math|K5}}. More generally, for all , the Johnson graph is the line graph of {{mvar|Kn}} and the complement of the Kneser graph
Graph-theoretic properties
- is isomorphic to
- For all , any pair of vertices at distance share elements in common.
- is Hamilton-connected, meaning that every pair of vertices forms the endpoints of a Hamiltonian path in the graph. In particular this means that it has a Hamiltonian cycle.{{citation|last=Alspach|first=Brian|title=Johnson graphs are Hamilton-connected| year=2013| authorlink=Brian Alspach|journal=Ars Mathematica Contemporanea|volume=6|issue=1|pages=21–23|doi=10.26493/1855-3974.291.574|doi-access=free}}.
- It is also known that the Johnson graph is -vertex-connected.{{citation|title=On Connectivity of the Facet Graphs of Simplicial Complexes|year=2015|last1=Newman|last2=Rabinovich|first1=Ilan|first2=Yuri|arxiv=1502.02232|bibcode=2015arXiv150202232N}}.
- forms the graph of vertices and edges of an (n − 1)-dimensional polytope, called a hypersimplex.{{citation|last=Rispoli|first=Fred J.|title=The graph of the hypersimplex|year=2008|arxiv=0811.2981|bibcode=2008arXiv0811.2981R}}.
- the clique number of is given by an expression in terms of its least and greatest eigenvalues:
- The chromatic number of is at most {{citation|url=https://www.win.tue.nl/~aeb/graphs/Johnson.html|title=Johnson|website=www.win.tue.nl|access-date=2017-07-26}}
- Each Johnson graph is locally grid, meaning that the induced subgraph of the neighbors of any vertex is a rook's graph. More precisely, in the Johnson graph , each neighborhood is a rook's graph.{{citation
| last = Cohen | first = Arjeh M.
| editor1-last = Kantor | editor1-first = William M.
| editor2-last = Liebler | editor2-first = Robert A.
| editor3-last = Payne | editor3-first = Stanley E.
| editor4-last = Shult | editor4-first = Ernest E.
| contribution = Local recognition of graphs, buildings, and related geometries
| contribution-url = https://pure.tue.nl/ws/files/1882013/588207.pdf
| mr = 1072157
| pages = 85–94
| publisher = Oxford University Press
| series = Oxford Science Publications
| title = Finite Geometries, Buildings, and Related Topics: Papers from the Conference on Buildings and Related Geometries held in Pingree Park, Colorado, July 17–23, 1988
| year = 1990}}; see in particular pp. 89–90
Automorphism group
There is a distance-transitive subgroup of isomorphic to . In fact, , except that when , .{{citation|title=Distance-Regular Graphs|last=Brouwer |first=Andries E.|date=1989|publisher=Springer Berlin Heidelberg|others=Cohen, Arjeh M., Neumaier, Arnold.|isbn=9783642743436|location=Berlin, Heidelberg|oclc=851840609}}
Intersection array
As a consequence of being distance-transitive, is also distance-regular. Letting denote its diameter, the intersection array of is given by
:
where:
:
b_{j} &= (k - j)(n - k - j) && 0 \leq j < d \\
c_{j} &= j^2 && 0 < j \leq d
\end{align}
It turns out that unless is , its intersection array is not shared with any other distinct distance-regular graph; the intersection array of is shared with three other distance-regular graphs that are not Johnson graphs.
Eigenvalues and eigenvectors
- The characteristic polynomial of is given by
::
- The eigenvectors of have an explicit description.{{citation|last=Filmus|first=Yuval|title=An Orthogonal Basis for Functions over a Slice of the Boolean Hypercube|journal=The Electronic Journal of Combinatorics |year=2014|volume=23 |doi=10.37236/4567 |arxiv=1406.0142|bibcode=2014arXiv1406.0142F|s2cid=7416206 }}.
Johnson scheme
The Johnson graph is closely related to the Johnson scheme, an association scheme in which each pair of {{mvar|k}}-element sets is associated with a number, half the size of the symmetric difference of the two sets.{{citation|last=Cameron|first=Peter J.|title=Permutation Groups|url=https://books.google.com/books?id=4bNj8K1omGAC&pg=PA95|year=1999|series=London Mathematical Society Student Texts|volume=45|page=95|publisher=Cambridge University Press|isbn=9780521653787}}. 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 distances in the Johnson graph.The explicit identification of graphs with association schemes, in this way, can be seen in {{citation | last = Bose | first = R. C.
| journal = Pacific Journal of Mathematics | mr = 0157909 | pages = 389–419 | title = Strongly regular graphs, partial geometries and partially balanced designs | volume = 13 | issue = 2 | year = 1963 | doi=10.2140/pjm.1963.13.389| doi-access = free }}.
The Johnson scheme is also related to another family of distance-transitive graphs, the odd graphs, whose vertices are -element subsets of an -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.{{citation|title=An Approximate Vertex-Isoperimetric Inequality for $r$-sets |year=2013 |last1=Christofides |last2=Ellis |last3=Keevash |first1=Demetres |first2=David |first3=Peter|journal=The Electronic Journal of Combinatorics|volume=4|issue=20}}.
In general, determining the chromatic number of a Johnson graph is an open problem.{{citation|title=Erdős-Ko-Rado theorems : algebraic approaches|last1=Godsil |first1=C. D.|last2=Meagher |first2=Karen |isbn=9781107128446|location=Cambridge, United Kingdom|oclc=935456305|year = 2016}}
See also
References
{{reflist}}
External links
- {{mathworld|title=Johnson Graph|urlname=JohnsonGraph|mode=cs2}}
- {{citation| url = http://www.win.tue.nl/~aeb/graphs/Johnson.html| title = Johnson graphs| first = Andries E.| last = Brouwer| authorlink = Andries E. Brouwer}}