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 ...
, a two-graph is a set of unordered triples chosen from a finite vertex set ''X'', such that every unordered quadruple from ''X'' contains an even number of triples of the two-graph. A regular two-graph has the property that every pair of vertices lies in the same number of triples of the two-graph. Two-graphs have been studied because of their connection with
equiangular lines and, for regular two-graphs,
strongly regular graphs, and also
finite group
In abstract algebra, a finite group is a group whose underlying set is finite. Finite groups often arise when considering symmetry of mathematical or physical objects, when those objects admit just a finite number of structure-preserving tra ...
s because many regular two-graphs have interesting
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 ...
s.
A two-graph is not a graph and should not be confused with other objects called 2-graphs 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 ...
, such as
2-regular graphs.
Examples
On the set of vertices the following collection of unordered triples is a two-graph:
:123 124 135 146 156 236 245 256 345 346
This two-graph is a regular two-graph since each pair of distinct vertices appears together in exactly two triples.
Given a simple graph ''G'' = (''V'',''E''), the set of triples of the vertex set ''V'' whose induced subgraph has an odd number of edges forms a two-graph on the set ''V''. Every two-graph can be represented in this way. This example is referred to as the standard construction of a two-graph from a simple graph.
As a more complex example, let ''T'' be a tree with edge set ''E''. The set of all triples of ''E'' that are not contained in a path of ''T'' form a two-graph on the set ''E''.
Switching and graphs
Switching in a graph
A two-graph is equivalent to a switching class of graphs and also to a (signed) switching class of
signed complete graphs.
Switching a set of vertices in a (simple) graph means reversing the adjacencies of each pair of vertices, one in the set and the other not in the set: thus the edge set is changed so that an adjacent pair becomes nonadjacent and a nonadjacent pair becomes adjacent. The edges whose endpoints are both in the set, or both not in the set, are not changed. Graphs are switching equivalent if one can be obtained from the other by switching. An equivalence class of graphs under switching is called a switching class. Switching was introduced by and developed by Seidel; it has been called graph switching or Seidel switching, partly to distinguish it from switching of
signed graph
In the area of graph theory in mathematics, a signed graph is a graph in which each edge has a positive or negative sign.
A signed graph is balanced if the product of edge signs around every cycle is positive. The name "signed graph" and the no ...
s.
In the standard construction of a two-graph from a simple graph given above, two graphs will yield the same two-graph if and only if they are equivalent under switching, that is, they are in the same switching class.
Let Γ be a two-graph on the set ''X''. For any element ''x'' of ''X'', define a graph with vertex set ''X'' having vertices ''y'' and ''z'' adjacent if and only if is in Γ. In this graph, ''x'' will be an isolated vertex. This construction is reversible; given a simple graph ''G'', adjoin a new element ''x'' to the set of vertices of ''G'', retaining the same edge set, and apply the standard construction above. This two-graph is called the ''extension'' of ''G'' by ''x'' in
design theoretic language. In a given switching class of graphs of a regular two-graph, let Γ
''x'' be the unique graph having ''x'' as an isolated vertex (this always exists, just take any graph in the class and switch the open neighborhood of ''x'') without the vertex ''x''. That is, the two-graph is the extension of Γ
''x'' by ''x''. In the first example above of a regular two-graph, Γ
''x'' is a 5-cycle for any choice of ''x''.
To a graph ''G'' there corresponds a signed complete graph Σ on the same vertex set, whose edges are signed negative if in ''G'' and positive if not in ''G''. Conversely, ''G'' is the subgraph of Σ that consists of all vertices and all negative edges. The two-graph of ''G'' can also be defined as the set of triples of vertices that support a negative triangle (a triangle with an odd number of negative edges) in Σ. Two signed complete graphs yield the same two-graph if and only if they are equivalent under switching.
Switching of ''G'' and of Σ are related: switching the same vertices in both yields a graph ''H'' and its corresponding signed complete graph.
Adjacency matrix
The adjacency matrix of a two-graph is the
adjacency matrix
In graph theory and computer science, an adjacency matrix is a square matrix used to represent a finite graph (discrete mathematics), graph. The elements of the matrix (mathematics), matrix indicate whether pairs of Vertex (graph theory), vertices ...
of the corresponding signed complete graph; thus it is
symmetric
Symmetry () in everyday life refers to a sense of harmonious and beautiful proportion and balance. In mathematics, the term has a more precise definition and is usually used to refer to an object that is invariant under some transformations ...
, is zero on the diagonal, and has entries ±1 off the diagonal. If ''G'' is the graph corresponding to the signed complete graph Σ, this matrix is called the (0, −1, 1)-adjacency matrix or
Seidel adjacency matrix of ''G''. The Seidel matrix has zero entries on the main diagonal, −1 entries for adjacent vertices and +1 entries for non-adjacent vertices.
If graphs ''G'' and ''H'' are in a same switching class, the multisets of eigenvalues of the two
Seidel adjacency matrices of ''G'' and ''H'' coincide, since the matrices are similar.
A two-graph on a set ''V'' is regular if and only if its adjacency matrix has just two distinct
eigenvalues
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 ...
ρ
1 > 0 > ρ
2 say, where ρ
1ρ
2 = 1 − , ''V'', .
Equiangular lines
Every two-graph is equivalent to a set of lines in some dimensional
euclidean space
Euclidean space is the fundamental space of geometry, intended to represent physical space. Originally, in Euclid's ''Elements'', it was the three-dimensional space of Euclidean geometry, but in modern mathematics there are ''Euclidean spaces ...
each pair of which meet in the same angle. The set of lines constructed from a two graph on ''n'' vertices is obtained as follows. Let −ρ be the smallest
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 ...
of the
Seidel adjacency matrix, ''A'', of the two-graph, and suppose that it has multiplicity ''n'' − ''d''. Then the matrix is positive semi-definite of rank ''d'' and thus can be represented as the
Gram matrix of the inner products of ''n'' vectors in euclidean ''d''-space. As these vectors have the same
norm (namely,
) and mutual inner products ±1, any pair of the ''n'' lines spanned by them meet in the same angle φ where cos φ = 1/ρ. Conversely, any set of non-orthogonal equiangular lines in a euclidean space can give rise to a two-graph (see
equiangular lines for the construction).
With the notation as above, the maximum cardinality ''n'' satisfies ''n'' ≤ ''d''(ρ
2 − 1)/(ρ
2 − ''d'') and the bound is achieved if and only if the two-graph is regular.
Strongly regular graphs
The two-graphs on ''X'' consisting of all possible triples of ''X'' and no triples of ''X'' are regular two-graphs and are considered to be ''trivial'' two-graphs.
For non-trivial two-graphs on the set ''X'', the two-graph is regular if and only if for some ''x'' in ''X'' the graph Γ
''x'' is a
strongly regular graph with ''k'' = 2μ (the degree of any vertex is twice the number of vertices adjacent to both of any non-adjacent pair of vertices). If this condition holds for one ''x'' in ''X'', it holds for all the elements of ''X''.
It follows that a non-trivial regular two-graph has an even number of points.
If ''G'' is a regular graph whose two-graph extension is Γ having ''n'' points, then Γ is a regular two-graph if and only if ''G'' is a strongly regular graph with eigenvalues ''k'', ''r'' and ''s'' satisfying ''n'' = 2(''k'' − ''r'') or ''n'' = 2(''k'' − ''s'').
Notes
References
*
Brouwer, A.E., Cohen, A.M., and Neumaier, A. (1989), ''Distance-Regular Graphs.'' Springer-Verlag, Berlin. Sections 1.5, 3.8, 7.6C.
*
*
*
*
Godsil, Chris:
Royle, Gordon (2001), ''Algebraic Graph Theory.'' Graduate Texts in Mathematics, Vol. 207. Springer-Verlag, New York. Chapter 11.
*
* Seidel, J. J. (1976), A survey of two-graphs. In: ''Colloquio Internazionale sulle Teorie Combinatorie'' (Proceedings, Rome, 1973), Vol. I, pp. 481–511. Atti dei Convegni Lincei, No. 17. Accademia Nazionale dei Lincei, Rome. Reprinted in Seidel (1991), pp. 146–176.
* Seidel, J. J. (1991), ''Geometry and Combinatorics: Selected Works of J.J. Seidel'', ed. D. G. Corneil and R. Mathon. Academic Press, Boston, 1991.
* Taylor, D. E. (1977), Regular 2-graphs. ''Proceedings of the London Mathematical Society'' (3), vol. 35, pp. 257–274.
* {{citation, last1=van Lint, first1=J. H., last2=Seidel, first2=J. J., title=Equilateral point sets in elliptic geometry, series=Proc. Koninkl. Ned. Akad. Wetenschap. Ser. A 69, journal=Indagationes Mathematicae, volume=28, year=1966, pages=335–348
Families of sets
Algebraic graph theory
Extensions and generalizations of graphs