Strongly regular graph
In graph theory, a strongly regular graph is defined as follows. Let G = (V, E) be a regular graph with v vertices and degree k. G is said to be strongly regular if there are also integers λ and μ such that:
- Every two adjacent vertices have λ common neighbours.
- Every two non-adjacent vertices have μ common neighbours.
Some authors exclude graphs which satisfy the definition trivially, namely those graphs which are the disjoint union of one or more equal-sized complete graphs, and their complements, the complete multipartite graphs with equal-sized independent sets.
The complement of an srg(v, k, λ, μ) is also strongly regular. It is an srg(v, v−k−1, v−2−2k+μ, v−2k+λ).
A strongly regular graph is a distance-regular graph with diameter 2 whenever μ is non-zero.
Relationship between Parameters
The four parameters in an srg(v, k, λ, μ) are not independent and must obey the following relation:
The above relation can be derived very easily through a counting argument as follows:
- Imagine the nodes of the graph to lie in three levels. Pick any node as the root node, in Level 0. Then its k neighbor nodes lie in Level 1, and all other nodes lie in Level 2.
- Nodes in Level 1 are directly connected to the root, hence they must have λ other neighbors in common with the root, and these common neighbors must also be in Level 1. Since each node has degree k, there are edges remaining for each Level 1 node to connect to nodes in Level 2. Therefore, there are edges between Level 1 and Level 2.
- Nodes in Level 2 are not directly connected to the root, hence they must have μ common neighbors with the root, and these common neighbors must all be in Level 1. There are nodes in Level 2, and each is connected to μ nodes in Level 1. Therefore the number of edges between Level 1 and Level 2 is .
- Equating the two expressions for the edges between Level 1 and Level 2, the relation follows.
which is a trivial restatement of the regularity requirement. This shows that k is an eigenvalue of the adjacency matrix with the all-ones eigenvector. Second is a quadratic equation,
which expresses strong regularity. The ij-th element of the left hand side gives the number of two-step paths from i to j. The first term of the RHS gives the number of self-paths from i to i, namely k edges out and back in. The second term gives the number of two-step paths when i and j are directly connected. The third term gives the corresponding value when i and j are not connected. Since the three cases are mutually exclusive and collectively exhaustive, the simple additive equality follows.
Conversely, a graph whose adjacency matrix satisfies both of the above conditions and which is not a complete or null graph is a strongly regular graph.
The adjacency matrix of the graph has exactly three eigenvalues:
- k, whose multiplicity is 1 (as seen above)
- whose multiplicity is
- whose multiplicity is
As the multiplicities must be integers, their expressions provide further constraints on the values of v, k, μ, and λ, related to the so-called Krein conditions.
Strongly regular graphs for which have integer eigenvalues with unequal multiplicities.
Conversely, a connected regular graph with only three eigenvalues is strongly regular.
- The cycle of length 5 is an srg(5, 2, 0, 1).
- The Petersen graph is an srg(10, 3, 0, 1).
- The Clebsch graph is an srg(16, 5, 0, 2).
- The Shrikhande graph is an srg(16, 6, 2, 2) which is not a distance-transitive graph.
- The n × n square rook's graph, i.e., the line graph of a balanced complete bipartite graph Kn,n, is an srg(n2, 2n − 2, n − 2, 2). The parameters for n=4 coincide with those of the Shrikhande graph, but the two graphs are not isomorphic.
- The line graph of a complete graph Kn is an srg().
- The Chang graphs are srg(28, 12, 6, 4), the same as the line graph of K8, but these four graphs are not isomorphic.
- The line graph of a generalized quadrangle GQ(2, 4) is an srg(27, 10, 1, 5). In fact every generalized quadrangle of order (s, t) gives a strongly regular graph in this way: to wit, an srg((s+1)(st+1), s(t+1), s-1, t+1).
- The Schläfli graph is an srg(27, 16, 10, 8).
- The Hoffman–Singleton graph is an srg(50, 7, 0, 1).
- The Sims-Gewirtz graph is an (56, 10, 0, 2).
- The M22 graph is an srg(77, 16, 0, 4).
- The Brouwer–Haemers graph is an srg(81, 20, 1, 6).
- The Higman–Sims graph is an srg(100, 22, 0, 6).
- The Local McLaughlin graph is an srg(162, 56, 10, 24).
- The Cameron graph is an srg(231, 30, 9, 3).
- The McLaughlin graph is an srg(275, 112, 30, 56).
- The Paley graph of order q is an srg(q, (q − 1)/2, (q − 5)/4, (q − 1)/4). The smallest Paley graph, with q=5, is the 5-cycle (above).
- self-complementary arc-transitive graphs are strongly regular.
A strongly regular graph is called primitive if both the graph and its complement are connected. All the above graphs are primitive, as otherwise μ=0 or λ=k.
The strongly regular graphs with λ = 0 are triangle free. Apart from the complete graphs on less than 3 vertices and all complete bipartite graphs the seven listed above are the only known ones. Strongly regular graphs with λ = 0 and μ = 1 are Moore graphs with girth 5. Again the three graphs given above, with parameters (5, 2, 0, 1), (10, 3, 0, 1) and (50, 7, 0, 1), are the only known ones. The only other possible set of parameters yielding a Moore graph is (3250, 57, 0, 1); it is unknown if such a graph exists, and if so, whether or not it is unique.
- https://projecteuclid.org/euclid.pjm/1103035734, R. C. Bose, Strongly regular graphs, partial geometries and partially balanced designs, Pacific J. Math 13 (1963) 389–419. (p. 122)
- Brouwer, Andries E; Haemers, Willem H. Spectra of Graphs. p. 101 Archived 2012-03-16 at the Wayback Machine.
- Godsil, Chris; Royle, Gordon. Algebraic Graph Theory. Springer-Verlag New York, 2001, p. 218.
- Cameron, P.J.; van Lint, J.H. (1991), Designs, Graphs, Codes and their Links, London Mathematical Society Student Texts 22, Cambridge University Press, p. 37, ISBN 978-0-521-42385-4
- Godsil, Chris; Royle, Gordon. Algebraic Graph Theory. Springer-Verlag, New York, 2001, Lemma 10.2.1.
- Weisstein, Eric W. "Schläfli graph". MathWorld.
- A.E. Brouwer, A.M. Cohen, and A. Neumaier (1989), Distance Regular Graphs. Berlin, New York: Springer-Verlag. ISBN 3-540-50619-5, ISBN 0-387-50619-5
- Chris Godsil and Gordon Royle (2004), Algebraic Graph Theory. New York: Springer-Verlag. ISBN 0-387-95241-1