Colorings of Graphs
Posted by Urs Schreiber
Just heard a talk by Dmitry Kozlov on combinatorial algebraic topology, concerned mainly with the problem of coloring graphs.
I didn’t fully understand many of the points and unfortunately I didn’t have the chance of asking the speaker about more details afterwards. Hence this here is not a report of the talk, but rather a vague mentioning of some aspects and a couple of questions. It feels like much of what Kozlov had to say would be of quite some interest to an -categorical audience, if maybe just because there might be room to make that -categorical structure more explicit.
The main point is this:
given a graph , we are looking for colorings of its vertices such that no two vertices connected by an edge have the same color. What is the minimum number of colors, the chromatic number such that such a coloring exists?
If the graph is the dual of a triangulation drawn on a plane, the answer is given by the famous four color theorem to be The proof of that is not easy and in particular not elegant. This is symptomatic for the coloring problem more generally: exact answers are hard to come by. What one aims for instead are good estimates, lower bounds in particular, of .
One nice way to reformulate the problem of graph colorings, which all of Kozlov’s machinery is based on, amounts to realizing that a consistent (i.e. no equal-colored neighbours) coloring of a graph with -colors is the same as a graph morphism Here is what graph theorists apparently call the “complete” graph on vertices, which here I call the codiscrete graph on vertices: it has precisely one edge from each of its vertices to every other.
A morphism of graphs is much like a functor of the corresponding categories, but with the important constraint that every edge has to go to an edge: as opposed to the categories generated from them, the graphs have no “identity edges”. (And, by the way, I think Kozlov assumes throughout all graphs to be oriented, to have at most one edge for every ordered pair of vertices, and to have no edges from a vertex to itself.)
This is what makes the above reformulation possible: a morphism from a graph to a codiscrete graph will label each vertex of with one of the colors, and cannot assign the same color to two neighbouring vertices.
So then, the next step is to get a handle on the Hom-spaces in the category of graphs.
The crucial point of Kozlov’s work is that he realizes these Hom spaces as simplicial complexes. I don’t quite understand the precise definition in detail yet. You can find it for instance as definition 2.1.5 on p. 11 of
Dmitry N. Kozlov
Chromatic numbers, morphism complexes, and Stiefel-Whitney characteristic classes
arXiv:math/0505563v2.
So this looks like we are secretly talking about an -category of graphs now, or something like this. I don’t know.
The point is that using these simplicial complexes, the space of all possible graph colorings becomes more accessible. Kozlov proves powerful theorems using these complexes, in particular the Lovász conjecture:
For a graph , such that the complex is -connected for some integers and , we have
(Here is the graph corresponding to the -gon.)
The general strategy is to map these simplicial complexes functorially to topological spaces, and then use known obstruction theory of these spaces to determine if can be nontrivial at all.
In this context I was quite intrigued by what Kozlov said about spin structures. As described in section 3 of the above paper, there is a way to use the theory of Stiefel-Whitney characteristic classes to study the Hom-complexes of graphs. That sounds fascinating, since it seems to indicate a relation of the abstract coloring problem – which has the appearance of being “of academic interest” only (if you know what I mean) – to interesting geometric and maybe even physical questions. I’d like to better understand this.
But not right now. I need to call it a day.
Posted at June 26, 2007 9:38 PM UTC
Re: Colorings of Graphs
This work seems to point to a bridge between the two cultures of mathematics. To see MacLane’s name appearing under Lovász’s in the bibliography of the paper by Koslov you mention is a sign.