Combinatorial Structure of Delaunay Triangulations of the Plane (Extended Abstract) M.B. Dillencourt, University of California;I. Rivin, NECI;W.D. Smith, NECI 11/06/91 ABSTRACT Delaunay triangulations are closely related to inscribable polyhedra. A polyhedron is {\it inscribable} if it can be realized as the convex hull of a set of points on the surface of the sphere. The question of characterizing inscribable polyhedra dates back to Descartes and was posed as an open problem by Steiner in 1832. This problem has been solved by Rivin and Smith in 1991 using methods from hyperbolic geometry. This extended abstract sketches the following extensions and applications of the Rivin-Smith characterization. \begin{enumerate} \item An algorithm for producing an inscription of a polyhedron. \item A proof that ``almost any'' completion of a degenerate Delaunay triangulation can be realized as a nondegenerate Delaunay triangulation of an arbitrarily small perturbation of the original point set. This implies, in particular, that general-purpose schemes for resolving degeneracies in geometric data are unnecessary when computing planar Delaunay triangulations. \item A proof that any 4-connected simplicial polyhedron is both inscribable and circumscribable. This result implies that any plane triangulation without chords or nonfacial triangles is realizable as a Delaunay triangulation. Moreover, any ``medial'' polyhedron is both inscribable and circumscribable. \item Upper and lower bounds for the number of inscribable and circumscribable simplicial polyhedra. \end{enumerate} We conclude by mentioning some related results and open problems. KEYWORDS: INSCRIBABLE GRAPHS, POLYHEDRA, DELAUNAY TRIANGULATIONS, DEGENERACIES, CONVEX PROGRAMMING