Abstract
The 'separation dimension' of a graph is the smallest natural number for which the vertices of can be embedded in such that any pair of disjoint edges in can be separated by a hyperplane normal to one of the axes. Equivalently, it is the smallest possible cardinality of a family of total orders of the vertices of such that for any two disjoint edges of , there exists at least one total order in in which all the vertices in one edge precede those in the other. In general, the maximum separation dimension of a graph on vertices is . In this article, we focus on bounded degree graphs and show that the separation dimension of a graph with maximum degree is at most . We also demonstrate that the above bound is nearly tight by showing that, for every , almost all -regular graphs have separation dimension at least .
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