Odd Graph
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In the
mathematical 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 ...
field of
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 ...
, the odd graphs are a family of
symmetric graph In the mathematical field of graph theory, a graph is symmetric or arc-transitive if, given any two ordered pairs of adjacent vertices (u_1,v_1) and (u_2,v_2) of , there is an automorphism :f : V(G) \rightarrow V(G) such that :f(u_1) = u_2 a ...
s defined from certain
set system In set theory and related branches of mathematics, a family (or collection) can mean, depending upon the context, any of the following: set, indexed set, multiset, or class. A collection F of subsets of a given set S is called a family of subsets ...
s. They include and generalize the
Petersen graph In the mathematical field of graph theory, the Petersen graph is an undirected graph with 10 vertices and 15 edges. It is a small graph that serves as a useful example and counterexample for many problems in graph theory. The Petersen graph i ...
. The odd graphs have high
odd girth In graph theory, the girth of an undirected graph is the length of a shortest cycle contained in the graph. If the graph does not contain any cycles (that is, it is a forest), its girth is defined to be infinity. For example, a 4-cycle (square) ha ...
, meaning that they contain long odd-length
cycle Cycle, cycles, or cyclic may refer to: Anthropology and social sciences * Cyclic history, a theory of history * Cyclical theory, a theory of American political history associated with Arthur Schlesinger, Sr. * Social cycle, various cycles in ...
s but no short ones. However their name comes not from this property, but from the fact that each
edge Edge or EDGE may refer to: Technology Computing * Edge computing, a network load-balancing system * Edge device, an entry point to a computer network * Adobe Edge, a graphical development application * Microsoft Edge, a web browser developed by ...
in the graph has an "odd man out", an element that does not participate in the two sets connected by the edge.


Definition and examples

The odd graph O_n has one vertex for each of the (n-1)-element
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 ...
s of a (2n-1)-element set. Two vertices are connected by an edge
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 ...
the corresponding subsets are disjoint. That is, O_n is the
Kneser graph Kneser is a surname. Notable people with the surname include: * Adolf Kneser (1862–1930), mathematician * Hellmuth Kneser (1898–1973), mathematician, son of Adolf Kneser * Martin Kneser (1928–2004), mathematician, son of Hellm ...
KG(2n-1,n-1). O_2 is a triangle, while O_3 is the familiar
Petersen graph In the mathematical field of graph theory, the Petersen graph is an undirected graph with 10 vertices and 15 edges. It is a small graph that serves as a useful example and counterexample for many problems in graph theory. The Petersen graph i ...
. The generalized odd graphs are defined as
distance-regular graph In the mathematical field of graph theory, a distance-regular graph is a regular graph such that for any two vertices and , the number of vertices at distance from and at distance from depends only upon , , and the distance between and . ...
s with
diameter In geometry, a diameter of a circle is any straight line segment that passes through the centre of the circle and whose endpoints lie on the circle. It can also be defined as the longest Chord (geometry), chord of the circle. Both definitions a ...
n-1 and odd girth 2n-1 for some n. They include the odd graphs and the
folded cube graph In graph theory, a folded cube graph is an undirected graph formed from a hypercube graph by adding to it a perfect matching that connects ''opposite'' pairs of hypercube vertices. Construction The folded cube graph of dimension ''k'' (containin ...
s.


History and applications

Although the Petersen graph has been known since 1898, its definition as an odd graph dates to the work of , who also studied the odd graph O_4. Odd graphs have been studied for their applications in
chemical graph theory Chemical graph theory is the topology branch of mathematical chemistry which applies graph theory to mathematical modelling of chemical phenomena. The pioneers of chemical graph theory are Alexandru Balaban, Ante Graovac, Iván Gutman, Haruo ...
, in modeling the shifts of
carbonium ion In chemistry, a carbonium ion is a cation that has a pentacoordinated carbon atom. They are a type of carbocation. In older literature, the name "carbonium ion" was used for what is today called carbenium. Carbonium ions charge is delocalized ...
s.. They have also been proposed as a
network topology Network topology is the arrangement of the elements (Data link, links, Node (networking), nodes, etc.) of a communication network. Network topology can be used to define or describe the arrangement of various types of telecommunication networks, ...
in
parallel computing Parallel computing is a type of computing, computation in which many calculations or Process (computing), processes are carried out simultaneously. Large problems can often be divided into smaller ones, which can then be solved at the same time. ...
. The notation O_n for these graphs was introduced by
Norman Biggs Norman Witchell Biggs (3 November 1870 – 27 February 1908) was a Welsh international rugby union wing who played club rugby for Cardiff and county rugby for Glamorgan. Both Biggs and his brother Selwyn played international rugby for Wales, ...
in 1972.. Biggs and
Tony Gardiner Tony Gardiner (17 May 1947 – 22 January 2024) was a British mathematician who until 2012 held the position of Reader in Mathematics and Mathematics Education at the University of Birmingham. He was responsible for the foundation of the United ...
explain the name of odd graphs in an unpublished manuscript from 1974: each edge of an odd graph can be assigned the unique element which is the "
odd man out ''Odd Man Out'' is a 1947 British film noir directed by Carol Reed, and starring James Mason, Robert Newton, Cyril Cusack, and Kathleen Ryan. Set in Belfast, Northern Ireland, it follows a wounded Nationalist leader who attempts to evade pol ...
", i.e., not a member of either subset associated with the vertices incident to that edge.


Properties

The odd graph O_n is
regular Regular may refer to: Arts, entertainment, and media Music * "Regular" (Badfinger song) * Regular tunings of stringed instruments, tunings with equal intervals between the paired notes of successive open strings Other uses * Regular character, ...
of degree n. It has \tbinom vertices and n\tbinom /2 edges. Therefore, the number of vertices for n=1,2,\dots is


Distance and symmetry

If two vertices in O_n correspond to sets that differ from each other by the removal of k elements from one set and the addition of k different elements, then they may be reached from each other in 2k steps, each pair of which performs a single addition and removal. If 2k, this is a
shortest path In graph theory, the shortest path problem is the problem of finding a path between two vertices (or nodes) in a graph such that the sum of the weights of its constituent edges is minimized. The problem of finding the shortest path between two ...
; otherwise, it is shorter to find a path of this type from the first set to a set complementary to the second, and then reach the second set in one more step. Therefore, the diameter of O_n is n-1. Every odd graph is 3-arc-transitive: every directed three-edge path in an odd graph can be transformed into every other such path by a
symmetry 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 (mathematics), invariant und ...
of the graph. Odd graphs are distance transitive, hence distance regular. As distance-regular graphs, they are uniquely defined by their intersection array: no other distance-regular graphs can have the same parameters as an odd graph. However, despite their high degree of symmetry, the odd graphs O_n for n>2 are never
Cayley graph In mathematics, a Cayley graph, also known as a Cayley color graph, Cayley diagram, group diagram, or color group, is a Graph (discrete mathematics), graph that encodes the abstract structure of a group (mathematics), group. Its definition is sug ...
s. Because odd graphs are regular and
edge-transitive In geometry, a polytope (for example, a polygon or a polyhedron) or a Tessellation, tiling is isotoxal () or edge-transitive if its Symmetry, symmetries act Transitive group action, transitively on its Edge (geometry), edges. Informally, this mea ...
, their vertex connectivity equals their degree, n. Odd graphs with n>3 have
girth Girth may refer to: Mathematics * Girth (functional analysis), the length of the shortest centrally symmetric simple closed curve on the unit sphere of a Banach space * Girth (geometry), the perimeter of a parallel projection of a shape * Girth ...
six; however, although they are not
bipartite graph In the mathematics, mathematical field of graph theory, a bipartite graph (or bigraph) is a Graph (discrete mathematics), graph whose vertex (graph theory), vertices can be divided into two disjoint sets, disjoint and Independent set (graph theo ...
s, their odd cycles are much longer. Specifically, the odd graph O_n has
odd girth In graph theory, the girth of an undirected graph is the length of a shortest cycle contained in the graph. If the graph does not contain any cycles (that is, it is a forest), its girth is defined to be infinity. For example, a 4-cycle (square) ha ...
2n-1. If an n-regular graph has diameter n-1 and odd girth 2n-1, and has only n distinct
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 ...
s, it must be distance-regular. Distance-regular graphs with diameter n-1 and odd girth 2n-1 are known as the generalized odd graphs, and include the
folded cube graph In graph theory, a folded cube graph is an undirected graph formed from a hypercube graph by adding to it a perfect matching that connects ''opposite'' pairs of hypercube vertices. Construction The folded cube graph of dimension ''k'' (containin ...
s as well as the odd graphs themselves..


Independent sets and vertex coloring

Let O_n be an odd graph defined from the subsets of a (2n-1)-element set X, and let x be any member of X. Then, among the vertices of O_n, exactly \tbinom vertices correspond to sets that contain x. Because all these sets contain x, they are not disjoint, and form an independent set of O_n. That is, O_n has 2n-1 different independent sets of size \tbinom. It follows from the
Erdős–Ko–Rado theorem In mathematics, the Erdős–Ko–Rado theorem limits the number of Set (mathematics), sets in a family of sets for which every two sets have at least one element in common. Paul Erdős, Chao Ko, and Richard Rado proved the theorem in 1938, but d ...
that these are the
maximum independent set In mathematical analysis, the maximum and minimum of a function are, respectively, the greatest and least value taken by the function. Known generically as extremum, they may be defined either within a given range (the ''local'' or ''relative ...
s of O_n, i.e. the
independence number Independence is a condition of a nation, country, or state, in which residents and population, or some portion thereof, exercise self-government, and usually sovereignty, over its territory. The opposite of independence is the status of a ...
of O_n is \tbinom. Further, every maximum independent set must have this form, so O_n has exactly 2n-1 maximum independent sets.. If I is a maximum independent set, formed by the sets that contain x, then the
complement Complement may refer to: The arts * Complement (music), an interval that, when added to another, spans an octave ** Aggregate complementation, the separation of pitch-class collections into complementary sets * Complementary color, in the visu ...
of I is the set of vertices that do not contain x. This complementary set induces a matching in G. Each vertex of the independent set is adjacent to n vertices of the matching, and each vertex of the matching is adjacent to n-1 vertices of the independent set. Because of this decomposition, and because odd graphs are not bipartite, they have
chromatic number In graph theory, graph coloring is a methodic assignment of labels traditionally called "colors" to elements of a graph. The assignment is subject to certain constraints, such as that no two adjacent elements have the same color. Graph coloring i ...
three: the vertices of the maximum independent set can be assigned a single color, and two more colors suffice to color the complementary matching.


Edge coloring

By
Vizing's theorem In graph theory, Vizing's theorem states that every simple undirected graph may be edge colored using a number of colors that is at most one larger than the maximum degree of the graph. At least colors are always necessary, so the undirected gr ...
, the number of colors needed to color the edges of the odd graph O_n is either n or n+1, and in the case of the Petersen graph O_3 it is n+1. When n is a
power of two A power of two is a number of the form where is an integer, that is, the result of exponentiation with number 2, two as the Base (exponentiation), base and integer  as the exponent. In the fast-growing hierarchy, is exactly equal to f_1^ ...
, the number of vertices in the graph is odd, from which it again follows that the number of edge colors is n+1.. However, O_5, O_6, and O_7 can each be edge-colored with n colors. Biggs explains this problem with the following story: eleven
soccer Association football, more commonly known as football or soccer, is a team sport played between two teams of 11 Football player, players who almost exclusively use their feet to propel a Ball (association football), ball around a rectangular f ...
players in the fictional town of Croam wish to form up pairs of five-man teams (with an odd man out to serve as referee) in all 1386 possible ways, and they wish to schedule the games between each pair in such a way that the six games for each team are played on six different days of the week, with Sundays off for all teams. Is it possible to do so? In this story, each game represents an edge of O_6, each weekday is represented by a color, and a 6-color edge coloring of O_6 provides a solution to the players' scheduling problem.


Hamiltonicity

The Petersen graph O_3 is a well known non-Hamiltonian graph, but all odd graphs O_n for n\ge 4 are known to have a
Hamiltonian cycle In the mathematics, mathematical field of graph theory, a Hamiltonian path (or traceable path) is a path (graph theory), path in an undirected or directed graph that visits each vertex (graph theory), vertex exactly once. A Hamiltonian cycle (or ...
. As the odd graphs are
vertex-transitive In geometry, a polytope (e.g. a polygon or polyhedron) or a tiling is isogonal or vertex-transitive if all its vertices are equivalent under the symmetries of the figure. This implies that each vertex is surrounded by the same kinds of face i ...
, they are thus one of the special cases with a known positive answer to Lovász' conjecture on Hamiltonian cycles in vertex-transitive graphs. Biggs
conjecture In mathematics, a conjecture is a conclusion or a proposition that is proffered on a tentative basis without proof. Some conjectures, such as the Riemann hypothesis or Fermat's conjecture (now a theorem, proven in 1995 by Andrew Wiles), ha ...
d more generally that the edges of O_n can be partitioned into \lfloor n/2\rfloor edge-disjoint Hamiltonian cycles. When n is odd, the leftover edges must then form a perfect matching. This stronger conjecture was verified for n=4,5,6,7. For n=8, the odd number of vertices in O_n prevents an 8-color edge coloring from existing, but does not rule out the possibility of a partition into four Hamiltonian cycles.


References


External links

*{{MathWorld , title=Odd Graph, urlname=OddGraph, mode=cs2 Parametric families of graphs Regular graphs