In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, Paley graphs are
dense
Density (volumetric mass density or specific mass) is the substance's mass per unit of volume. The symbol most often used for density is ''ρ'' (the lower case Greek letter rho), although the Latin letter ''D'' can also be used. Mathematically ...
undirected graph
In discrete mathematics, and more specifically in graph theory, a graph is a structure amounting to a set of objects in which some pairs of the objects are in some sense "related". The objects correspond to mathematical abstractions called '' v ...
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 that contains a finite number of elements. As with any field, a finite field is a set on which the operations of multiplication, addition, subtr ...
by connecting pairs of elements that differ by a
quadratic residue
In number theory, an integer ''q'' is called a quadratic residue modulo ''n'' if it is congruent to a perfect square modulo ''n''; i.e., if there exists an integer ''x'' such that:
:x^2\equiv q \pmod.
Otherwise, ''q'' is called a quadratic no ...
. The Paley graphs form an infinite family of
conference graph In the mathematics, 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 (modular a ...
s, which yield an infinite family of symmetric
conference matrices. Paley graphs allow
graph-theoretic
In mathematics, graph theory is the study of ''graphs'', which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of '' vertices'' (also called ''nodes'' or ''points'') which are conne ...
tools to be applied to the
number theory
Number theory (or arithmetic or higher arithmetic in older usage) is a branch of pure mathematics devoted primarily to the study of the integers and arithmetic function, integer-valued functions. German mathematician Carl Friedrich Gauss (1777 ...
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 English mathematician who made significant contributions to mathematical analysis before dying young in a skiing accident.
Life
Paley was born in Bournemouth, Engl ...
. They are closely related to the
Paley construction for constructing
Hadamard matrices
In mathematics, a Hadamard matrix, named after the French mathematician Jacques Hadamard, is a square matrix whose entries are either +1 or −1 and whose rows are mutually orthogonal. In geometric terms, this means that each pair of rows in ...
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.
People with the surname include:
* Ágnes Erdős (born 1950), Hungarian politician
* Brad Erdos (born 1990), Canadian football player
* Éva Erdős (born 1964), Hungarian handball player
* Józse ...
and
Rényi studied their symmetries.
Paley digraphs are
directed
Director may refer to:
Literature
* ''Director'' (magazine), a British magazine
* ''The Director'' (novel), a 1971 novel by Henry Denker
* ''The Director'' (play), a 2000 play by Nancy Hasty
Music
* Director (band), an Irish rock band
* ''D ...
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, 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 are ...
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, 17 ...
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 ...
(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
:
.
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" (shortened as "iff") is a biconditional logical connective between statements, where either both statements are true or both are false.
The connective is bicondi ...
''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 ''x'' to ''xk'' (mod ''q''), where ''k'' is any nonresidue mod ''q'' .
Paley graphs are
strongly regular graph
In graph theory, a strongly regular graph (SRG) is defined as follows. Let be a regular graph with vertices and degree . is said to be strongly regular if there are also integers and such that:
* Every two adjacent vertices have commo ...
s, with parameters
:
This in fact follows from the fact that the graph is
arc-transitive and self-complementary. In addition, Paley graphs form an infinite family of
conference graph In the mathematics, 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 (modular a ...
s.
The eigenvalues of Paley graphs are
(with multiplicity 1) and
(both with multiplicity
). 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; fo ...
or by using the theory of strongly regular graphs.
If ''q'' is prime, the
isoperimetric number
In mathematics, the Cheeger constant (also Cheeger number or isoperimetric number) of a graph is a numerical measure of whether or not a graph has a "bottleneck". The Cheeger constant as a measure of "bottleneckedness" is of great interest in man ...
''i''(''G'') of the Paley graph is known to satisfy the following bounds:
:
When ''q'' 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.
Paley graphs are ''quasi-random'' (Chung et al. 1989): the number of times each possible constant-order graph occurs as a subgraph of a Paley graph is (in the limit for large ''q'') the same as for random graphs, and large sets of vertices have approximately the same number of edges as they would in random graphs.
Applications
* 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 neighbors are each adjacent to exactly one other neighbor, so the neighbors can be ...
, a
rook's graph
In graph theory, a rook's graph is a 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 each edge connects two squares on the same row (rank) or on ...
, and the graph of the
3-3 duoprism
In the geometry of 4 dimensions, the 3-3 duoprism or triangular duoprism is a 4-polytope, four-dimensional convex polytope. It can be constructed as the Cartesian product of two triangles and is the simplest of an infinite family of four-dimensiona ...
.
* 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 into 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 o ...
4 and
queue number
In the mathematical field of graph theory, the queue number of a graph is a graph invariant defined analogously to stack number (book thickness) using first-in first-out (queue) orderings in place of last-in first-out (stack) orderings.
Defin ...
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 (Evans et al. 1981). It follows that the
Ramsey number ''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, 17 ...
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
In mathematics, and more specifically in graph theory, a directed graph (or digraph) is a graph that is made up of a set of vertices connected by directed edges, often called arcs.
Definition
In formal terms, a directed graph is an ordered pa ...
with vertex set ''V'' = F
''q'' and arc set
:
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 concentr ...
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 (plural tori, colloquially donut or doughnut) is a surface of revolution generated by revolving a circle in three-dimensional space about an axis that is coplanar with the circle.
If the axis of revolution does not tou ...
, 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 ...
as
. 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
:
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
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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