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In
graph theory 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 ...
, a skew partition of a graph is a
partition Partition may refer to: Computing Hardware * Disk partitioning, the division of a hard disk drive * Memory partition, a subdivision of a computer's memory, usually for use by a single job Software * Partition (database), the division of a ...
of its vertices into two subsets, such that the
induced subgraph In the mathematical field of 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. Defini ...
formed by one of the two subsets is disconnected and the induced subgraph formed by the other subset is the
complement A complement is something that completes something else. Complement may refer specifically to: The arts * Complement (music), an interval that, when added to another, spans an octave ** Aggregate complementation, the separation of pitch-class ...
of a disconnected graph. Skew partitions play an important role in the theory of
perfect graph In graph theory, a perfect graph is a graph in which the chromatic number of every induced subgraph equals the order of the largest clique of that subgraph (clique number). Equivalently stated in symbolic terms an arbitrary graph G=(V,E) is perfec ...
s.


Definition

A skew partition of a graph G is a partition of its vertices into two subsets X and Y for which the induced subgraph G /math> is disconnected and the induced subgraph G /math> is the complement of a disconnected graph (co-disconnected). Equivalently, a skew partition of a graph G may be described by a partition of the vertices of G into four subsets A, B, C, and D, such that there are no edges from A to B and such that all possible edges from C to D exist; for such a partition, the induced subgraphs G \cup B/math> and G \cup D/math> are disconnected and co-disconnected respectively, so we may take X=A\cup B and Y=C\cup D.


Examples

Every
path graph In the mathematical field of graph theory, a path graph or linear graph is a graph whose vertices can be listed in the order such that the edges are where . Equivalently, a path with at least two vertices is connected and has two terminal ...
with four or more vertices has a skew partition, in which the co-disconnected set Y is one of the interior edges of the path and the disconnected set X consists of the vertices on either side of this edge. However, it is not possible for a
cycle graph In graph theory, a cycle graph or circular graph is a graph that consists of a single cycle, or in other words, some number of vertices (at least 3, if the graph is simple) connected in a closed chain. The cycle graph with vertices is called ...
of any length to have a skew partition: no matter which subsets of the cycle are chosen as the set X, the complementary set Y will have the same number of connected components, so it is not possible for X to be disconnected and Y to be co-disconnected. If a graph has a skew partition, so does its
complement A complement is something that completes something else. Complement may refer specifically to: The arts * Complement (music), an interval that, when added to another, spans an octave ** Aggregate complementation, the separation of pitch-class ...
. For instance, the complements of path graphs have skew partitions, and the complements of cycle graphs do not.


Special cases

If a graph is itself disconnected, then with only three simple exceptions (an
empty graph In the mathematical field of graph theory, the term "null graph" may refer either to the order-zero graph, or alternatively, to any edgeless graph (the latter is sometimes called an "empty graph"). Order-zero graph The order-zero graph, , is th ...
, a graph with one edge and three vertices, or a four-vertex
perfect matching In graph theory, a perfect matching in a graph is a matching that covers every vertex of the graph. More formally, given a graph , a perfect matching in is a subset of edge set , such that every vertex in the vertex set is adjacent to exactly ...
) it has a skew partition, in which the co-disconnected side of the partition consists of the endpoints of a single edge and the disconnected side consists of all other vertices. For the same reason, if the complement of a graph is disconnected, then with a corresponding set of three exceptions it must have a skew partition.. If a graph has a
clique A clique ( AusE, CanE, or ), in the social sciences, is a group of individuals who interact with one another and share similar interests. Interacting with cliques is part of normative social development regardless of gender, ethnicity, or popular ...
separator (a clique whose removal would disconnect the remaining vertices) with more than one vertex, then the partition into the clique and the remaining vertices forms a skew partition. A clique cutset with one vertex is an
articulation point Articulation may refer to: Linguistics * Articulatory phonetics, the study of how humans produce speech sounds via the interaction of physiological structures ** Manner of articulation, how speech organs involved in making a sound make contact * ...
; if such a vertex exists, then with a small number of simple exceptions, there is a skew partition in which the co-disconnected side consists of this vertex and one of its neighbors. A ''star cutset'' in a graph G is a
vertex separator In graph theory, a vertex subset is a vertex separator (or vertex cut, separating set) for nonadjacent vertices and if the removal of from the graph separates and into distinct connected components. Examples Consider a grid graph with ...
in which one of the separator vertices is adjacent to all the others. Every clique separator is a star cutset. Necessarily, a graph with a star cutset (with more than one vertex) has a skew partition in which the co-disconnected subgraph consists of the vertices in the star cutset and the disconnected subgraph consists of all the remaining vertices. A
module Module, modular and modularity may refer to the concept of modularity. They may also refer to: Computing and engineering * Modular design, the engineering discipline of designing complex devices using separately designed sub-components * Mo ...
(or homogeneous set) is a nontrivial subset H of the vertices of G such that, for every vertex v that is not in H, either v is adjacent to all vertices in H or to none of them. If a graph G has a module H and, outside it, there exist both vertices adjacent to all vertices in H and other vertices adjacent to none of them, then G has a star cutset consisting of one vertex in the module together with its neighbors outside the module. On the other hand, if there exists a module in which one of these two subsets is empty, then the graph is disconnected or co-disconnected and again (with the three simple exceptions) it has a skew cutset.


History

Skew partitions were introduced by , in connection with
perfect graph In graph theory, a perfect graph is a graph in which the chromatic number of every induced subgraph equals the order of the largest clique of that subgraph (clique number). Equivalently stated in symbolic terms an arbitrary graph G=(V,E) is perfec ...
s. Chvátal proved that a minimally imperfect graph could not have a star cutset. Trivially, disconnected graphs cannot be minimally imperfect, and it was also known that graphs with clique separators or modules could not be minimally imperfect.
Claude Berge Claude Jacques Berge (5 June 1926 – 30 June 2002) was a French mathematician, recognized as one of the modern founders of combinatorics and graph theory. Biography and professional history Claude Berge's parents were André Berge and Geneviève ...
had conjectured in the early 1960s that perfect graphs were the same as the Berge graphs, graphs with no induced odd cycle (of length five or more) or its complement, and (because cycles and their complements do not have skew partitions) no minimal non-Berge graph can have a skew partition. Motivated by these results, Chvátal conjectured that no minimally imperfect graph could have a skew partition. Several authors proved special cases of this conjecture, but it remained unsolved for many years. Skew partitions gained significance when they were used by to prove the strong perfect graph theorem that the Berge graphs are indeed the same as the perfect graphs. Chudnovsky et al. were unable to prove Chvátal's conjecture directly, but instead proved a weaker result, that a minimal counterexample to the theorem (if it existed) could not have a balanced skew partition, a skew partition in which every
induced path In the mathematical area of graph theory, an induced path in an undirected graph is a path that is an induced subgraph of . That is, it is a sequence of vertices in such that each two adjacent vertices in the sequence are connected by an edge ...
with endpoints on one side of the partition and interior vertices on the other side has even length. This result formed a key lemma in their proof, and the full version of Chvátal's lemma follows from their theorem.


In structural graph theory

Skew partitions form one of the key components of a structural decomposition of perfect graphs used by as part of their proof of the strong perfect graph theorem. Chudnovsky et al. showed that every perfect graph either belongs to one of five basic classes of perfect graphs, or it has one of four types of decomposition into simpler graphs, one of which is a skew partition. A simpler example of a structural decomposition using skew partitions is given by . He observes that every
comparability graph In graph theory, a comparability graph is an undirected graph that connects pairs of elements that are comparable to each other in a partial order. Comparability graphs have also been called transitively orientable graphs, partially orderable graph ...
is
complete Complete may refer to: Logic * Completeness (logic) * Completeness of a theory, the property of a theory that every formula in the theory's language or its negation is provable Mathematics * The completeness of the real numbers, which implies t ...
, is bipartite, or has a skew partition. For, if every element of a
partially ordered set In mathematics, especially order theory, a partially ordered set (also poset) formalizes and generalizes the intuitive concept of an ordering, sequencing, or arrangement of the elements of a Set (mathematics), set. A poset consists of a set toget ...
is either a
minimal element In mathematics, especially in order theory, a maximal element of a subset ''S'' of some preordered set is an element of ''S'' that is not smaller than any other element in ''S''. A minimal element of a subset ''S'' of some preordered set is define ...
or a maximal element, then the corresponding comparability graph is bipartite. If the ordering is a
total order In mathematics, a total or linear order is a partial order in which any two elements are comparable. That is, a total order is a binary relation \leq on some set X, which satisfies the following for all a, b and c in X: # a \leq a ( reflexive) ...
, then the corresponding comparability graph is complete. If neither of these two cases arise, but every element that is neither minimal nor maximal is comparable to all other elements, then either the partition into the minimal and non-minimal elements (if there is more than one minimal element) or the partition into the maximal and non-maximal elements (if there is more than one maximal element) forms a star cutset. And in the remaining case, there exists an element x of the partial order that is not minimal, not maximal, and not comparable with all other elements; in this case, there is a skew partition (the complement of a star cutset) in which the co-disconnected side consists of the elements comparable to x (not including x itself) and the disconnected side consists of the remaining elements. The
chordal graph In the mathematical area of graph theory, a chordal graph is one in which all cycles of four or more vertices have a ''chord'', which is an edge that is not part of the cycle but connects two vertices of the cycle. Equivalently, every induced cy ...
s have an even simpler decomposition of a similar type: they are either complete or they have a clique separator. showed, analogously, that every connected and co-connected weakly chordal graph (a graph with no induced cycle or its complement of length greater than four) with four or more vertices has a star cutset or its complement, from which it follows by Chvátal's lemma that every such graph is perfect.


Algorithms and complexity

A skew partition of a given graph, if it exists, may be found in
polynomial time In computer science, the time complexity is the computational complexity that describes the amount of computer time it takes to run an algorithm. Time complexity is commonly estimated by counting the number of elementary operations performed by ...
. This was originally shown by but with an impractically large running time of O(n^), where n is the number of vertices in the input graph. improved the running time to O(n^4m); here m is the number of input edges. It is
NP-complete In computational complexity theory, a problem is NP-complete when: # it is a problem for which the correctness of each solution can be verified quickly (namely, in polynomial time) and a brute-force search algorithm can find a solution by tryi ...
to test whether a graph contains a skew partition in which one of the parts of the co-disconnected side is independent. Testing whether a given graph contains a balanced skew partition is also NP-complete in arbitrary graphs, but may be solved in polynomial time in perfect graphs..


Notes


References

*. *. *. *. *. *. *. *. *. *. *. *. {{refend Graph theory objects Perfect graphs