Lovász Conjecture
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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 ...
, the Lovász conjecture (1969) is a classical problem on
Hamiltonian path In the mathematical field of graph theory, a Hamiltonian path (or traceable path) is a path in an undirected or directed graph that visits each vertex exactly once. A Hamiltonian cycle (or Hamiltonian circuit) is a cycle that visits each vert ...
s in
graph Graph may refer to: Mathematics *Graph (discrete mathematics), a structure made of vertices and edges **Graph theory, the study of such graphs and their properties *Graph (topology), a topological space resembling a graph in the sense of discret ...
s. It says: : Every finite
connected Connected may refer to: Film and television * ''Connected'' (2008 film), a Hong Kong remake of the American movie ''Cellular'' * '' Connected: An Autoblogography About Love, Death & Technology'', a 2011 documentary film * ''Connected'' (2015 TV ...
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 ...
graph contains a Hamiltonian path. Originally
László Lovász László Lovász (; born March 9, 1948) is a Hungarian mathematician and professor emeritus at Eötvös Loránd University, best known for his work in combinatorics, for which he was awarded the 2021 Abel Prize jointly with Avi Wigderson. He ...
stated the problem in the opposite way, but this version became standard. In 1996,
László Babai László "Laci" Babai (born July 20, 1950, in Budapest) a fellow of the American Academy of Arts and Sciences, and won the Knuth Prize. Babai was an invited speaker at the International Congresses of Mathematicians in Kyoto (1990), Zürich (199 ...
published a
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 ...
sharply contradicting this conjecture, but both conjectures remain widely
open Open or OPEN may refer to: Music * Open (band), Australian pop/rock band * The Open (band), English indie rock band * ''Open'' (Blues Image album), 1969 * ''Open'' (Gerd Dudek, Buschi Niebergall, and Edward Vesala album), 1979 * ''Open'' (Go ...
. It is not even known if a single
counterexample A counterexample is any exception to a generalization. In logic a counterexample disproves the generalization, and does so rigorously in the fields of mathematics and philosophy. For example, the fact that "student John Smith is not lazy" is a c ...
would necessarily lead to a series of counterexamples.


Historical remarks

The problem of finding Hamiltonian paths in highly symmetric graphs is quite old. As
Donald Knuth Donald Ervin Knuth ( ; born January 10, 1938) is an American computer scientist and mathematician. He is a professor emeritus at Stanford University. He is the 1974 recipient of the ACM Turing Award, informally considered the Nobel Prize of comp ...
describes it in volume 4 of ''
The Art of Computer Programming ''The Art of Computer Programming'' (''TAOCP'') is a comprehensive multi-volume monograph written by the computer scientist Donald Knuth presenting programming algorithms and their analysis. it consists of published volumes 1, 2, 3, 4A, and 4 ...
'', the problem originated in
British British may refer to: Peoples, culture, and language * British people, nationals or natives of the United Kingdom, British Overseas Territories and Crown Dependencies. * British national identity, the characteristics of British people and culture ...
campanology Campanology (/kæmpəˈnɒlədʒi/) is both the scientific and artistic study of bells, encompassing their design, tuning, and the methods by which they are rung. It delves into the technology behind bell casting and tuning, as well as the rich ...
(bell-ringing). Such Hamiltonian paths and
cycles 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 ...
are also closely connected to
Gray code The reflected binary code (RBC), also known as reflected binary (RB) or Gray code after Frank Gray (researcher), Frank Gray, is an ordering of the binary numeral system such that two successive values differ in only one bit (binary digit). For ...
s. In each case the constructions are explicit.


Variants of the Lovász conjecture


Hamiltonian cycle

Another version of Lovász conjecture states that : ''Every finite connected vertex-transitive graph contains a Hamiltonian cycle'' except the five known counterexamples. There are 5 known examples of vertex-transitive graphs with no Hamiltonian cycles (but with Hamiltonian paths): the
complete graph In the mathematical field of graph theory, a complete graph is a simple undirected graph in which every pair of distinct vertices is connected by a unique edge. A complete digraph is a directed graph in which every pair of distinct vertices i ...
K_2, 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
Coxeter graph In the mathematics, mathematical field of graph theory, the Coxeter graph is a 3-regular graph with 28 vertices and 42 edges. It is one of the 13 known cubic graph, cubic distance-regular graphs. It is named after Harold Scott MacDonald Coxeter ...
and two graphs derived from the Petersen and Coxeter graphs by replacing each vertex with a triangle.


Cayley graphs

None of the 5 vertex-transitive graphs with no Hamiltonian cycles is a
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 ...
. This observation leads to a weaker version of the conjecture: : ''Every finite connected Cayley graph contains a Hamiltonian cycle''. The advantage of the Cayley graph formulation is that such graphs correspond to a
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 ...
G and a
generating set In mathematics and physics, the term generator or generating set may refer to any of a number of related concepts. The underlying concept in each case is that of a smaller set of objects, together with a set of operations that can be applied to ...
S. Thus one can ask for which G and S the conjecture holds rather than attack it in full generality.


Directed Cayley graph

For directed Cayley graphs (digraphs) the Lovász conjecture is false. Various counterexamples were obtained by Robert Alexander Rankin. Still, many of the below results hold in this restrictive setting.


Special cases

Every directed Cayley graph of an
abelian group In mathematics, an abelian group, also called a commutative group, is a group in which the result of applying the group operation to two group elements does not depend on the order in which they are written. That is, the group operation is commu ...
has a Hamiltonian path; however, every
cyclic group In abstract algebra, a cyclic group or monogenous group is a Group (mathematics), group, denoted C_n (also frequently \Z_n or Z_n, not to be confused with the commutative ring of P-adic number, -adic numbers), that is Generating set of a group, ge ...
whose
order Order, ORDER or Orders may refer to: * A socio-political or established or existing order, e.g. World order, Ancien Regime, Pax Britannica * Categorization, the process in which ideas and objects are recognized, differentiated, and understood ...
is not 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 ...
has a directed Cayley graph that does not have a Hamiltonian cycle. In 1986, D. Witte proved that the Lovász conjecture holds for the Cayley graphs of ''p''-groups. It is open even for
dihedral group In mathematics, a dihedral group is the group (mathematics), group of symmetry, symmetries of a regular polygon, which includes rotational symmetry, rotations and reflection symmetry, reflections. Dihedral groups are among the simplest example ...
s, although for special sets of generators some progress has been made. For the
symmetric group In abstract algebra, the symmetric group defined over any set is the group whose elements are all the bijections from the set to itself, and whose group operation is the composition of functions. In particular, the finite symmetric grou ...
S_n, there are many attractive generating sets. For example, the Lovász conjecture holds in the following cases of generating sets: * a = (1,2,\dots,n), b = (1,2) (long cycle and a transposition). * s_1 = (1,2), s_2 = (2,3), \dots, s_ = (n-1,n) ( Coxeter generators). In this case a Hamiltonian cycle is generated by the
Steinhaus–Johnson–Trotter algorithm The Steinhaus–Johnson–Trotter algorithm or Johnson–Trotter algorithm, also called plain changes, is an algorithm named after Hugo Steinhaus, Selmer M. Johnson and Hale F. Trotter that generates all of the permutations of n elements. Eac ...
. * any set of transpositions corresponding to a labelled tree on \. * a =(1,2), b = (1,2)(3,4)\cdots, c = (2,3)(4,5)\cdots Stong has shown that the conjecture holds for the Cayley graph of the
wreath product In group theory, the wreath product is a special combination of two groups based on the semidirect product. It is formed by the action of one group on many copies of another group, somewhat analogous to exponentiation. Wreath products are used ...
Z''m'' wr Z''n'' with the natural minimal generating set when ''m'' is either even or three. In particular this holds for the
cube-connected cycles In graph theory, the cube-connected cycles is an undirected cubic graph, formed by replacing each vertex of a hypercube graph by a cycle. It was introduced by for use as a network topology in parallel computing. Definition The cube-connected ...
, which can be generated as the Cayley graph of the wreath product Z2 wr Z''n''.


General groups

For general finite
group A group is a number of persons or things that are located, gathered, or classed together. Groups of people * Cultural group, a group whose members share the same cultural identity * Ethnic group, a group whose members share the same ethnic iden ...
s, only a few results are known: * S=\, (ab)^2=1 ( Rankin generators) * S=\, a^2= b^2=c^2= ,b1 ( Rapaport–Strasser generators) * S=\, a^2=1, c = a^ba ( PakRadoičić generators) * S=\, a^2 = b^s =(ab)^3 = 1, where , G, ,s = 2~mod ~4 (here we have (2,s,3)-
presentation A presentation conveys information from a speaker to an audience. Presentations are typically demonstrations, introduction, lecture, or speech meant to inform, persuade, inspire, motivate, build goodwill, or present a new idea/product. Presenta ...
, Glover–Marušič theorem). Finally, it is known that for every finite group G there exists a generating set of size at most \log_2 , G, such that the corresponding Cayley graph is Hamiltonian (Pak-Radoičić). This result is based on
classification of finite simple groups In mathematics, the classification of finite simple groups (popularly called the enormous theorem) is a result of group theory stating that every List of finite simple groups, finite simple group is either cyclic group, cyclic, or alternating gro ...
. The Lovász conjecture was also established for random generating sets of size \Omega(\log^5 , G, ).


References

{{DEFAULTSORT:Lovasz Conjecture Algebraic graph theory Conjectures Unsolved problems in graph theory Finite groups Group theory Hamiltonian paths and cycles