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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 ...
, Paley graphs are
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 constructed from the members of a suitable
finite field In mathematics, a finite field or Galois field (so-named in honor of Évariste Galois) is a field (mathematics), field that contains a finite number of Element (mathematics), elements. As with any field, a finite field is a Set (mathematics), s ...
by connecting pairs of elements that differ by a
quadratic residue In number theory, an integer ''q'' is a quadratic residue modulo operation, modulo ''n'' if it is Congruence relation, congruent to a Square number, perfect square modulo ''n''; that is, if there exists an integer ''x'' such that :x^2\equiv q \pm ...
. The Paley graphs form an infinite family of
conference graph In the mathematical area of graph theory, a conference graph is a strongly regular graph with parameters ''v'', and It is the graph associated with a symmetric conference matrix, and consequently its order ''v'' must be 1 (modulo 4) and a sum ...
s, which yield an infinite family of symmetric conference matrices. Paley graphs allow graph-theoretic tools to be applied to the
number theory Number theory is a branch of pure mathematics devoted primarily to the study of the integers and arithmetic functions. Number theorists study prime numbers as well as the properties of mathematical objects constructed from integers (for example ...
of quadratic residues, and have interesting properties that make them useful in graph theory more generally. Paley graphs are named after
Raymond Paley Raymond Edward Alan Christopher Paley (7 January 1907 – 7 April 1933) was an England, English mathematician who made significant contributions to mathematical analysis before dying young in a skiing accident. Life Paley was born in Bournemou ...
. They are closely related to the Paley construction for constructing Hadamard matrices from quadratic residues. They were introduced as graphs independently by and .
Sachs Sachs is a German surname, meaning "man from Saxony". Sachs is a common surname among Ashkenazi Jews from Saxony, in the United States sometimes adopted in the variant Zaks, supposedly in reference to the Hebrew phrase ''Zera Kodesh Shemo'' (ZaKS), ...
was interested in them for their self-complementarity properties, while
Erdős Erdős, Erdos, or Erdoes is a Hungarian surname. Paul Erdős (1913–1996), Hungarian mathematician Other people with the surname * Ágnes Erdős (1950–2021), Hungarian politician * Brad Erdos (born 1990), Canadian football player * Éva Erd� ...
and Rényi studied their symmetries. Paley digraphs are
directed Direct may refer to: Mathematics * Directed set, in order theory * Direct limit of (pre), sheaves * Direct sum of modules, a construction in abstract algebra which combines several vector spaces Computing * Direct access (disambiguation), a ...
analogs of Paley graphs that yield antisymmetric conference matrices. They were introduced by (independently of Sachs, Erdős, and Rényi) as a way of constructing
tournaments A tournament is a competition involving at least three competitors, all participating in a sport or game. More specifically, the term may be used in either of two overlapping senses: # One or more competitions held at a single venue and concentr ...
with a property previously known to be held only by random tournaments: in a Paley digraph, every small
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 ...
of vertices is dominated by some other vertex.


Definition

Let ''q'' be a
prime power In mathematics, a prime power is a positive integer which is a positive integer power of a single prime number. For example: , and are prime powers, while , and are not. The sequence of prime powers begins: 2, 3, 4, 5, 7, 8, 9, 11, 13, 16, 1 ...
such that ''q'' = 1 (mod 4). That is, ''q'' should either be an arbitrary power of a
Pythagorean prime A Pythagorean prime is a prime number of the Pythagorean primes are exactly the odd prime numbers that are the sum of two squares; this characterization is Fermat's theorem on sums of two squares. Equivalently, by the Pythagorean theorem, they ...
(a prime congruent to 1 mod 4) or an even power of an odd non-Pythagorean prime. This choice of ''q'' implies that in the unique finite field F''q'' of order ''q'', the element  −1 has a square root. Now let ''V'' = F''q'' and let :E= \left \. If a pair is included in ''E'', it is included under either ordering of its two elements. For, ''a'' − ''b'' = −(''b'' − ''a''), and  −1 is a square, from which it follows that ''a'' − ''b'' is a square
if and only if In logic and related fields such as mathematics and philosophy, "if and only if" (often shortened as "iff") is paraphrased by the biconditional, a logical connective between statements. The biconditional is true in two cases, where either bo ...
''b'' − ''a'' is a square. By definition ''G'' = (''V'', ''E'') is the Paley graph of order ''q''.


Example

For ''q'' = 13, the field F''q'' is just integer arithmetic modulo 13. The numbers with square roots mod 13 are: * ±1 (square roots ±1 for +1, ±5 for −1) * ±3 (square roots ±4 for +3, ±6 for −3) * ±4 (square roots ±2 for +4, ±3 for −4). Thus, in the Paley graph, we form a vertex for each of the integers in the range ,12 and connect each such integer ''x'' to six neighbors: ''x'' ± 1 (mod 13), ''x'' ± 3 (mod 13), and ''x'' ± 4 (mod 13).


Properties

The Paley graphs are self-complementary: the complement of any Paley graph is isomorphic to it. One isomorphism is via the mapping that takes a vertex to , where is any nonresidue . Paley graphs are
strongly regular graph In graph theory, a strongly regular graph (SRG) is a regular graph with vertices and degree such that for some given integers \lambda, \mu \ge 0 * every two adjacent vertices have common neighbours, and * every two non-adjacent vertices h ...
s, with parameters :srg \left (q, \tfrac(q-1),\tfrac(q-5),\tfrac(q-1) \right ). This in fact follows from the fact that the graph is arc-transitive and self-complementary. The strongly regular graphs with parameters of this form (for an arbitrary ) are called
conference graph In the mathematical area of graph theory, a conference graph is a strongly regular graph with parameters ''v'', and It is the graph associated with a symmetric conference matrix, and consequently its order ''v'' must be 1 (modulo 4) and a sum ...
s, so the Paley graphs form an infinite family of conference graphs. 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 a conference graph, such as a Paley graph, can be used to construct a
conference matrix In mathematics, a conference matrix (also called a C-matrix) is a square matrix ''C'' with 0 on the diagonal and +1 and −1 off the diagonal, such that ''C''T''C'' is a multiple of the identity matrix ''I''. Thus, if the matrix (mathematics), mat ...
, and vice versa. These are matrices whose coefficients are , with zero on the diagaonal, that give a scalar multiple of the
identity matrix In linear algebra, the identity matrix of size n is the n\times n square matrix with ones on the main diagonal and zeros elsewhere. It has unique properties, for example when the identity matrix represents a geometric transformation, the obje ...
when multiplied by their transpose. The eigenvalues of Paley graphs are \tfrac(q-1) (with multiplicity 1) and \tfrac (-1 \pm \sqrt) (both with multiplicity \tfrac(q-1)). They can be calculated using the
quadratic Gauss sum In number theory, quadratic Gauss sums are certain finite sums of roots of unity. A quadratic Gauss sum can be interpreted as a linear combination of the values of the complex exponential function with coefficients given by a quadratic character; f ...
or by using the theory of strongly regular graphs. If is prime, the isoperimetric number of the Paley graph satisfies the following bounds: When is prime, the associated Paley graph is a
Hamiltonian Hamiltonian may refer to: * Hamiltonian mechanics, a function that represents the total energy of a system * Hamiltonian (quantum mechanics), an operator corresponding to the total energy of that system ** Dyall Hamiltonian, a modified Hamiltonian ...
circulant graph In graph theory, a circulant graph is an undirected graph acted on by a cyclic group of symmetries which takes any vertex to any other vertex. It is sometimes called a cyclic graph, but this term has other meanings. Equivalent definitions Cir ...
. Paley graphs are ''quasi-random'': the number of times each possible constant-order graph occurs as a subgraph of a Paley graph is (in the limit for large ) the same as for random graphs, and large sets of vertices have approximately the same number of edges as they would in random graphs. * The Paley graph of order 9 is a
locally linear graph In graph theory, a locally linear graph is an undirected graph in which every edge belongs to exactly one triangle. Equivalently, for each vertex of the graph, its neighborhood (graph theory), neighbors are each adjacent to exactly one other neigh ...
, a
rook's graph In graph theory, a rook's graph is an undirected graph that represents all legal moves of the rook chess piece on a chessboard. Each vertex of a rook's graph represents a square on a chessboard, and there is an edge between any two squares sh ...
, and the graph of the
3-3 duoprism In the geometry of 4 dimensions, the 3-3 duoprism or triangular duoprism is a four-dimensional convex polytope. Descriptions The duoprism is a 4-polytope that can be constructed using Cartesian product of two polygons. In the case of 3-3 duopr ...
. * The Paley graph of order 13 has
book thickness In graph theory, a book embedding is a generalization of planar embedding of a graph to embeddings in a ''book'', a collection of half-planes all having the same line as their boundary. Usually, the vertices of the graph are required to lie on ...
4 and
queue number In the mathematical field of graph theory, the queue number of a Graph (discrete mathematics), graph is a graph invariant defined analogously to book thickness, stack number (book thickness) using Queue (abstract data type), first-in first-out (q ...
3. * The Paley graph of order 17 is the unique largest graph ''G'' such that neither ''G'' nor its complement contains a complete 4-vertex subgraph. It follows that the
Ramsey number In combinatorics, Ramsey's theorem, in one of its graph-theoretic forms, states that one will find monochromatic cliques in any edge labelling (with colours) of a sufficiently large complete graph. To demonstrate the theorem for two colours (sa ...
''R''(4, 4) = 18. * The Paley graph of order 101 is currently the largest known graph ''G'' such that neither ''G'' nor its complement contains a complete 6-vertex subgraph. * Sasukara et al. (1993) use Paley graphs to generalize the construction of the Horrocks–Mumford bundle.


Paley digraphs

Let ''q'' be a
prime power In mathematics, a prime power is a positive integer which is a positive integer power of a single prime number. For example: , and are prime powers, while , and are not. The sequence of prime powers begins: 2, 3, 4, 5, 7, 8, 9, 11, 13, 16, 1 ...
such that ''q'' = 3 (mod 4). Thus, the finite field of order ''q'', F''q'', has no square root of −1. Consequently, for each pair (''a'',''b'') of distinct elements of F''q'', either ''a'' − ''b'' or ''b'' − ''a'', but not both, is a square. The Paley digraph is the directed graph with vertex set ''V'' = F''q'' and arc set :A = \left \. The Paley digraph is a
tournament A tournament is a competition involving at least three competitors, all participating in a sport or game. More specifically, the term may be used in either of two overlapping senses: # One or more competitions held at a single venue and concen ...
because each pair of distinct vertices is linked by an arc in one and only one direction. The Paley digraph leads to the construction of some antisymmetric conference matrices and biplane geometries.


Genus

The six neighbors of each vertex in the Paley graph of order 13 are connected in a cycle; that is, the graph is locally cyclic. Therefore, this graph can be embedded as a Whitney triangulation of a
torus In geometry, a torus (: tori or toruses) is a surface of revolution generated by revolving a circle in three-dimensional space one full revolution about an axis that is coplanarity, coplanar with the circle. The main types of toruses inclu ...
, in which every face is a triangle and every triangle is a face. More generally, if any Paley graph of order ''q'' could be embedded so that all its faces are triangles, we could calculate the genus of the resulting surface via the
Euler characteristic In mathematics, and more specifically in algebraic topology and polyhedral combinatorics, the Euler characteristic (or Euler number, or Euler–Poincaré characteristic) is a topological invariant, a number that describes a topological space's ...
as \tfrac(q^2 - 13q + 24). Bojan Mohar conjectures that the minimum genus of a surface into which a Paley graph can be embedded is near this bound in the case that ''q'' is a square, and questions whether such a bound might hold more generally. Specifically, Mohar conjectures that the Paley graphs of square order can be embedded into surfaces with genus :(q^2 - 13q + 24)\left(\tfrac + o(1)\right), where the o(1) term can be any function of ''q'' that goes to zero in the limit as ''q'' goes to infinity. finds embeddings of the Paley graphs of order ''q'' ≡ 1 (mod 8) that are highly symmetric and self-dual, generalizing a natural embedding of the Paley graph of order 9 as a 3×3 square grid on a torus. However the genus of White's embeddings is higher by approximately a factor of three than Mohar's conjectured bound.


References


Further reading

* *


External links

* *{{cite web , author = Mohar, Bojan , author-link = Bojan Mohar , title = Genus of Paley graphs , year = 2005 , url = http://www.fmf.uni-lj.si/~mohar/Problems/P0506_PaleyGenus.html Number theory Parametric families of graphs Regular graphs Strongly regular graphs