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An improved procedure for colouring graphs of bounded local density

The chromatic number of graphs of maximum degree $\Delta$ has been studied extensively. A greedy coloring procedure shows that any graph has a proper coloring with $\Delta+1$ colors, and this is sharp, as shown by the complete graph of $\Delta+1$ vertices. However, this simple upper bound can often be improved significantly if one excludes some configurations locally or globally. For instance, it is known that triangle-free graphs have much smaller chromatic number, namely $O(\Delta/\log \Delta)$ (Johansson 1996). Consider a vertex $v$, and count the number of edges among its (at most $\Delta$) neighbors. This number is clearly at most ${\Delta \choose 2}$, and it is $0$ if the graph is triangle-free. We say that the graph is $\sigma$-sparse if for each vertex $v$, this number of edges is at most $(1-\sigma){\Delta \choose 2}$. Molloy and Reed proved that $\sigma$-sparse graphs, for $\sigma>0$, can be colored with $(1-\epsilon)\Delta$ colors, for some $\epsilon>0$ depending only on $\sigma$, by a simple randomized procedure: 1. color all the vertices with random colors, 2. uncolor vertices which have received the same color as some of their neighbors, and 3. color the uncolored vertices deterministically (since they have a specific structure, with high probability). This result is a crucial ingredient in a general approach consisting in dividing graphs into $\sigma$-sparse components on one side, and much denser components on the other side, that are colored using different techniques (dense components would typically be colored deterministically, or with random permutations of colors, rather than with random colors). This powerful approach, pioneered by Molloy and Reed, has been rediscovered recently in the field of distributed computing. Moreover, $\sigma$-sparse graphs appear the context of some longstanding open problems in graph coloring. One is a fascinating conjecture of Reed, which asserts that every graph with maximum degree $\Delta$ and clique number $\omega$ admits a proper coloring with at most $\lceil (\Delta+\omega+1)/2 \rceil$ colors. Another is a classic conjecture of Erdős and Nešetřil, which states that the edges of a graph of maximum degree $\Delta$ can be colored with $1.25\Delta^2$ colors in such a way that each color class forms a matching as an induced subgraph. This latter problem can be understood in terms of the chromatic number of squares of line graphs, and such graphs turn out to be $\sigma$-sparse, for a surprising large value of $\sigma$. The authors of the present paper obtain an improved bound on the chromatic number of $\sigma$-sparse graphs, which yields state-of-the-art progress on Reed's conjecture and the Erdős-Nešetřil conjecture. They achieve this through the implementation and analysis of a "random priority assignment" uncoloring procedure in Step 2 above, which allows for a more efficient iteration of Steps 1 and 2 in a semirandom coloring procedure. In this way, they not only improve on previous bounds, but also obtain a bound with a leading term that is asymptotically optimal as $\sigma \to 0$.

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Extremal functions for sparse minors

The notion of a graph minor, which generalizes graph subgraphs, is a central notion of modern graph theory. Classical results concerning graph minors include the Graph Minor Theorem and the Graph Structure Theorem, both due to Robertson and Seymour. The results concern properties of classes of graphs closed under taking minors; such graph classes include many important natural classes of graphs, e.g., the class of planar graphs and, more generally, the class of graphs embeddable in a fixed surface. The Graph Minor Theorem asserts that every class of graphs closed under taking minors has a finite list of forbidden minors. For example, Wagner’s Theorem, which claims that a graph is planar if and only if it does not contain or as a minor, is a particular case of this theorem. The Graph Structure Theorem asserts that graphs from a fixed class of graphs closed under taking minors can be decomposed in a tree-like fashion into graphs almost embeddable in a fixed surface. In particular, every graph in a class of graphs avoiding a fixed minor admits strongly sublinear separators (the Planar separator theorem of Lipton and Tarjan is a special case of this more general result). As the number of edges of every graph contained in a class of graphs closed under taking minors is linear in the number of its vertices, one can define to be the maximum possible density of a graph that does not contain a graph as a minor. This quantity has been a subject of very intensive research; for example, a long list of bounds concerning culminated with a result of Thomason in 2001, who precisely determined its asymptotic behavior. This paper provides bounds on when itself is from a class of sparse graphs. In particular, the authors prove an asymptotically tight bound on in terms of the number of vertices of and the ratio of the vertex cover and the number of vertices of graphs contained in a class of graphs with strongly sublinear separators.

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