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Colin de Verdière's invariant is a graph parameter \mu(G) for any
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 discre ...
''G,'' introduced by
Yves Colin de Verdière Yves Colin de Verdière is a French mathematician. Life He studied at the École Normale Supérieure in Paris in the late 1960s, obtained his Ph.D. in 1973, and then spent the bulk of his working life as faculty at Joseph Fourier University in ...
in 1990. It was motivated by the study of the maximum multiplicity of the second
eigenvalue In linear algebra, an eigenvector () or characteristic vector of a linear transformation is a nonzero vector that changes at most by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denoted b ...
of certain Schrödinger operators.


Definition

Let G=(V,E) be a loopless simple graph with vertex set V=\. Then \mu(G) is the largest corank of any
symmetric matrix In linear algebra, a symmetric matrix is a square matrix that is equal to its transpose. Formally, Because equal matrices have equal dimensions, only square matrices can be symmetric. The entries of a symmetric matrix are symmetric with re ...
M=(M_)\in\mathbb^ such that: * (M1) for all i,j with i\neq j: M_<0 if \\in E, and M_=0 if \\notin E; * (M2) M has exactly one negative eigenvalue, of multiplicity 1; * (M3) there is no nonzero matrix X=(X_)\in\mathbb^ such that MX=0 and such that X_=0 if either i=j or M_\neq 0 hold.


Characterization of known graph families

Several well-known families of graphs can be characterized in terms of their Colin de Verdière invariants: * if and only if ''G'' has no edges;. * if and only if ''G'' is a
linear forest In graph theory, a branch of mathematics, a linear forest is a kind of forest formed from the disjoint union of path graphs. It is an undirected graph with no cycles in which every vertex has degree at most two. Linear forests are the same thing a ...
(a disjoint union of paths); * if and only if ''G'' is outerplanar; * if and only if ''G'' is
planar Planar is an adjective meaning "relating to a plane (geometry)". Planar may also refer to: Science and technology * Planar (computer graphics), computer graphics pixel information from several bitplanes * Planar (transmission line technologies), ...
;. * if and only if ''G'' is linklessly embeddable in ''R''3.. These same families of graphs also show up in connections between the Colin de Verdière invariant of a graph and the structure of 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 ...
: *If the complement of an ''n''-vertex graph is a linear forest, then ;. *If the complement of an ''n''-vertex graph is outerplanar, then ; *If the complement of an ''n''-vertex graph is planar, then .


Graph minors

A
minor Minor may refer to: * Minor (law), a person under the age of certain legal activities. ** A person who has not reached the age of majority * Academic minor, a secondary field of study in undergraduate education Music theory *Minor chord ** Barb ...
of a graph is another graph formed from it by contracting edges and by deleting edges and vertices. The Colin de Verdière invariant is minor-monotone, meaning that taking a minor of a graph can only decrease or leave unchanged its invariant: :If ''H'' is a minor of ''G'' then \mu(H)\leq\mu(G). By the
Robertson–Seymour theorem In graph theory, the Robertson–Seymour theorem (also called the graph minor theorem) states that the undirected graphs, partially ordered by the graph minor relationship, form a well-quasi-ordering. Equivalently, every family of graphs that is cl ...
, for every ''k'' there exists a finite set ''H'' of graphs such that the graphs with invariant at most ''k'' are the same as the graphs that do not have any member of ''H'' as a minor. lists these sets of
forbidden minor In graph theory, a branch of mathematics, many important families of graphs can be described by a finite set of individual graphs that do not belong to the family and further exclude all graphs from the family which contain any of these forbidden ...
s for ''k'' ≤ 3; for ''k'' = 4 the set of forbidden minors consists of the seven graphs in the
Petersen family In graph theory, the Petersen family is a set of seven undirected graphs that includes the Petersen graph and the complete graph . The Petersen family is named after Danish mathematician Julius Petersen, the namesake of the Petersen graph. Any o ...
, due to the two characterizations of the linklessly embeddable graphs as the graphs with μ ≤ 4 and as the graphs with no Petersen family minor. For ''k'' = 5 the set of forbidden minors include 78 graphs of Heawood family, and it is conjectured that there are no more.


Chromatic number

conjectured that any graph with Colin de Verdière invariant μ may be
colored ''Colored'' (or ''coloured'') is a racial descriptor historically used in the United States during the Jim Crow, Jim Crow Era to refer to an African Americans, African American. In many places, it may be considered a Pejorative, slur, though it ...
with at most μ + 1 colors. For instance, the linear forests have invariant 1, and can be 2-colored; the
outerplanar graph In graph theory, an outerplanar graph is a graph that has a planar drawing for which all vertices belong to the outer face of the drawing. Outerplanar graphs may be characterized (analogously to Wagner's theorem for planar graphs) by the two fo ...
s have invariant two, and can be 3-colored; the
planar graph In graph theory, a planar graph is a graph that can be embedded in the plane, i.e., it can be drawn on the plane in such a way that its edges intersect only at their endpoints. In other words, it can be drawn in such a way that no edges cross ...
s have invariant 3, and (by the
four color theorem In mathematics, the four color theorem, or the four color map theorem, states that no more than four colors are required to color the regions of any map so that no two adjacent regions have the same color. ''Adjacent'' means that two regions sh ...
) can be 4-colored. For graphs with Colin de Verdière invariant at most four, the conjecture remains true; these are the linklessly embeddable graphs, and the fact that they have chromatic number at most five is a consequence of a proof by of the
Hadwiger conjecture There are several conjectures known as the Hadwiger conjecture or Hadwiger's conjecture. They include: * Hadwiger conjecture (graph theory), a relationship between the number of colors needed by a given graph and the size of its largest clique mino ...
for ''K''6-minor-free graphs.


Other properties

If a graph has crossing number k, it has Colin de Verdière invariant at most k+3. For instance, the two
Kuratowski Kazimierz Kuratowski (; 2 February 1896 – 18 June 1980) was a Polish mathematician and logician. He was one of the leading representatives of the Warsaw School of Mathematics. Biography and studies Kazimierz Kuratowski was born in Warsaw, ( ...
graphs K_5 and K_ can both be drawn with a single crossing, and have Colin de Verdière invariant at most four.


Influence

The Colin de Verdière invariant is defined through a class of matrices corresponding to the graph instead of just a single matrix. Along the same lines other graph parameters can be defined and studied along the same lines, such as the minimum rank, minimum semidefinite rank and minimum skew rank.


Notes


References

*. Translated by
Neil J. Calkin Neil J. Calkin (born 29 March 1961) is a professor at Clemson University in the Algebra and Discrete Mathematics group of the School of Mathematical and Statistical Sciences. His interests are in combinatorial and probabilistic methods, mainly ...
as . *. * *. *. {{DEFAULTSORT:Colin de Verdiere graph invariant Graph invariants Graph minor theory