Informally, the reconstruction conjecture 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 ...
says that graphs are determined uniquely by their subgraphs. It is due to
Kelly[Kelly, P. J.]
A congruence theorem for trees
''Pacific J. Math.'' 7 (1957), 961–968. and
Ulam.
[Ulam, S. M., A collection of mathematical problems, Wiley, New York, 1960.]
Formal statements

Given a graph
, a vertex-deleted subgraph of
is a
subgraph formed by deleting exactly one vertex from
. By definition, it is an
induced subgraph
In graph theory, an induced subgraph of a graph is another graph, formed from a subset of the vertices of the graph and ''all'' of the edges, from the original graph, connecting pairs of vertices in that subset.
Definition
Formally, let G=(V,E) ...
of
.
For a graph
, the deck of G, denoted
, is the
multiset
In mathematics, a multiset (or bag, or mset) is a modification of the concept of a set that, unlike a set, allows for multiple instances for each of its elements. The number of instances given for each element is called the ''multiplicity'' of ...
of isomorphism classes of all vertex-deleted subgraphs of
. Each graph in
is called a card. Two graphs that have the same deck are said to be hypomorphic.
With these definitions, the conjecture can be stated as:
* Reconstruction Conjecture: Any two hypomorphic graphs on at least three vertices are isomorphic.
: (The requirement that the graphs have at least three vertices is necessary because both graphs on two vertices have the same decks.)
Harary[Harary, F., On the reconstruction of a graph from a collection of subgraphs. In ''Theory of Graphs and its Applications (Proc. Sympos. Smolenice, 1963)''. Publ. House Czechoslovak Acad. Sci., Prague, 1964, pp. 47–52.] suggested a stronger version of the conjecture:
* Set Reconstruction Conjecture: Any two graphs on at least four vertices with the same sets of vertex-deleted subgraphs are isomorphic.
Given a graph
, an edge-deleted subgraph of
is a
subgraph formed by deleting exactly one edge from
.
For a graph
, the edge-deck of G, denoted
, is the
multiset
In mathematics, a multiset (or bag, or mset) is a modification of the concept of a set that, unlike a set, allows for multiple instances for each of its elements. The number of instances given for each element is called the ''multiplicity'' of ...
of all isomorphism classes of edge-deleted subgraphs of
. Each graph in
is called an edge-card.
* Edge Reconstruction Conjecture: (Harary, 1964)
Any two graphs with at least four edges and having the same edge-decks are isomorphic.
Recognizable properties
In context of the reconstruction conjecture, a
graph property is called recognizable if one can determine the property from the deck of a graph. The following properties of graphs are recognizable:
*
Order of the graph – The order of a graph
,
is recognizable from
as the multiset
contains each subgraph of
created by deleting one vertex of
. Hence
*
Number of edges of the graph – The number of edges in a graph
with
vertices,
is recognizable. First note that each edge of
occurs in
members of
. This is true by the definition of
which ensures that each edge is included every time that each of the vertices it is incident with is included in a member of
, so an edge will occur in every member of
except for the two in which its endpoints are deleted. Hence,
where
is the number of edges in the ''i''th member of
.
*
Degree sequence – The degree sequence of a graph
is recognizable because the degree of every vertex is recognizable. To find the degree of a vertex
—the vertex absent from the ''i''th member of
—, we will examine the graph created by deleting it,
. This graph contains all of the edges not incident with
, so if
is the number of edges in
, then
. If we can tell the degree of every vertex in the graph, we can tell the degree sequence of the graph.
*
(Vertex-)Connectivity – By definition, a graph is
-vertex-connected when deleting any vertex creates a
-vertex-connected graph; thus, if every card is a
-vertex-connected graph, we know the original graph was
-vertex-connected. We can also determine if the original graph was connected, as this is equivalent to having any two of the
being connected.
*
Tutte polynomial
*
Characteristic polynomial
In linear algebra, the characteristic polynomial of a square matrix is a polynomial which is invariant under matrix similarity and has the eigenvalues as roots. It has the determinant and the trace of the matrix among its coefficients. The ...
*
Planarity
*The number of
spanning tree
In the mathematical field of graph theory, a spanning tree ''T'' of an undirected graph ''G'' is a subgraph that is a tree which includes all of the vertices of ''G''. In general, a graph may have several spanning trees, but a graph that is no ...
s in a graph
*
Chromatic polynomial
*Being a
perfect graph
In graph theory, a perfect graph is a Graph (discrete mathematics), graph in which the Graph coloring, chromatic number equals the size of the maximum clique, both in the graph itself and in every induced subgraph. In all graphs, the chromatic nu ...
or an
interval graph, or certain other subclasses of perfect graphs
[von Rimscha, M.: Reconstructibility and perfect graphs. ''Discrete Mathematics'' 47, 283–291 (1983)]
Verification
Both the reconstruction and set reconstruction conjectures have been verified for all graphs with at most 13 vertices by
Brendan McKay.
[McKay, B. D., Small graphs are reconstructible, ''Australas. J. Combin.'' 15 (1997), 123–126.]
In a probabilistic sense, it has been shown by
Béla Bollobás
Béla Bollobás FRS (born 3 August 1943) is a Hungarian-born British mathematician who has worked in various areas of mathematics, including functional analysis, combinatorics, graph theory, and percolation. He was strongly influenced by Paul E ...
that almost all graphs are reconstructible.
[Bollobás, B., Almost every graph has reconstruction number three, ''J. Graph Theory'' 14 (1990), 1–4.] This means that the probability that a randomly chosen graph on
vertices is not reconstructible goes to 0 as
goes to infinity. In fact, it was shown that not only are almost all graphs reconstructible, but in fact that the entire deck is not necessary to reconstruct them — almost all graphs have the property that there exist three cards in their deck that uniquely determine the graph.
Reconstructible graph families
The conjecture has been verified for a number of infinite classes of graphs (and, trivially, their complements).
*
Regular graph
In graph theory, a regular graph is a Graph (discrete mathematics), graph where each Vertex (graph theory), vertex has the same number of neighbors; i.e. every vertex has the same Degree (graph theory), degree or valency. A regular directed graph ...
s
- Regular Graphs are reconstructible by direct application of some of the facts that can be recognized from the deck of a graph. Given an
-regular graph
and its deck
, we can recognize that the deck is of a regular graph by recognizing its degree sequence. Let us now examine one member of the deck
,
. This graph contains some number of vertices with a degree of
and
vertices with a degree of
. We can add a vertex to this graph and then connect it to the
vertices of degree
to create an
-regular graph which is isomorphic to the graph which we started with. Therefore, all regular graphs are reconstructible from their decks. A particular type of regular graph which is interesting is the complete graph.
*
Trees
In botany, a tree is a perennial plant with an elongated stem, or trunk, usually supporting branches and leaves. In some usages, the definition of a tree may be narrower, e.g., including only woody plants with secondary growth, only p ...
[
* Disconnected graphs][
* Unit interval graphs ][
* Separable graphs without end vertices]
* Maximal planar graphs
* Maximal outerplanar graphs
* Outerplanar graphs
* Critical blocks
Reduction
The reconstruction conjecture is true if all 2-connected graphs are reconstructible.[Yang Yongzhi:The reconstruction conjecture is true if all 2-connected graphs are reconstructible. ''Journal of graph theory'' 12, 237–243 (1988)]
Duality
The vertex reconstruction conjecture obeys the duality that if can be reconstructed from its vertex deck , then its complement can be reconstructed from as follows: Start with , take the complement of every card in it to get , use this to reconstruct , then take the complement again to get .
Edge reconstruction does not obey any such duality: Indeed, for some classes of edge-reconstructible graphs it is not known if their complements are edge reconstructible.
Other structures
It has been shown that the following are not in general reconstructible:
* Digraphs: Infinite families of non-reconstructible digraphs are known, including 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 ...
(Stockmeyer[Stockmeyer, P. K., The falsity of the reconstruction conjecture for tournaments, ''J. Graph Theory'' 1 (1977), 19–25.]) and non-tournaments (Stockmeyer[Stockmeyer, P. K., A census of non-reconstructable digraphs, I: six related families, ''J. Combin. Theory Ser. B'' 31 (1981), 232–239.]). A tournament is reconstructible if it is not strongly connected.[Harary, F. and Palmer, E., On the problem of reconstructing a tournament from sub-tournaments, ''Monatsh. Math.'' 71 (1967), 14–23.] A weaker version of the reconstruction conjecture has been conjectured for digraphs, see new digraph reconstruction conjecture.
* Hypergraph
In mathematics, a hypergraph is a generalization of a Graph (discrete mathematics), graph in which an graph theory, edge can join any number of vertex (graph theory), vertices. In contrast, in an ordinary graph, an edge connects exactly two vert ...
s ( Kocay[Kocay, W. L., A family of nonreconstructible hypergraphs, ''J. Combin. Theory Ser. B'' 42 (1987), 46–63.]).
* Infinite graph
This is a glossary of graph theory. Graph theory is the study of graphs, systems of nodes or vertices connected in pairs by lines or edges.
Symbols
A
B
...
s. If ''T'' is the tree where every vertex has countably infinite
In mathematics, a set is countable if either it is finite or it can be made in one to one correspondence with the set of natural numbers. Equivalently, a set is ''countable'' if there exists an injective function from it into the natural numbe ...
degree, then the union of two disjoint copies of ''T'' is hypomorphic, but not isomorphic, to ''T''.( Fisher[Fisher, Joshua, A counterexample to the countable version of a conjecture of Ulam, ''J. Combin. Theory'' 7 (4) (1969), 364–365.])
* Locally finite graphs, which are graphs where every vertex has finite degree. The question of reconstructibility for locally finite infinite trees (the Harary-Schwenk-Scott conjecture from 1972) was a longstanding open problem until 2017, when a non-reconstructible tree of maximum degree 3 was found by Bowler et al.[Bowler, N., Erde, J., Heinig, P., Lehner, F. and Pitz, M. (2017), A counterexample to the reconstruction conjecture for locally finite trees. Bull. London Math. Soc.. ]
See also
* New digraph reconstruction conjecture
* Partial symmetry
Further reading
For further information on this topic, see the survey by Nash-Williams.[ Nash-Williams, C. St. J. A., The Reconstruction Problem, in ''Selected topics in graph theory'', 205–236 (1978).]
References
{{DEFAULTSORT:Reconstruction Conjecture
Conjectures
Unsolved problems in graph theory