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                           8.2 Delaunay triangulation


                        8.2.1 Basic geometric properties


                        The principal objective here is to represent the two-dimensional solution domain of a
                        problem by a set of triangles. The method discussed here, Delaunay triangulation, was
                        first presented by Dirichlet in terms of connecting an arbitrary set of points together,
                        thus producing a set of triangles, in such a way that the resulting triangulation was as
                        near uniformly equilateral as possible.
                          Figure 8.1 shows a typical set of initial points N 1 ,N 2 ,...,N 8 , which give rise to
                        a so-called Dirichlet,or Voronoi, tessellation of the plane into convex polygons T 1 ,
                        T 2 ,...,T 8 , called tiles(or Voronoi regions), as shown. The tiles have the property that
                        any point in the interior of the tile T j is closer to the point N j than to any other point
                        N k , j  = k. Hence the boundaries of the tiles consist of segments of the perpendicular
                        bisectors of lines joining the points N 1 , N 2 ,...,N 8 to each other. Tiles having a
                        common edge are called contiguous. A Delaunay triangulation is then obtained by
                        connecting together those initial points belonging to contiguous tiles (see Figure 8.2).
                        The convex polygon (N 1 N 2 N 3 N 4 N 5 N 6 in Fig. 8.2) which is the outer boundary of the
                        triangulation is called the convex hull of the set of initial points.
                          A typical vertex of a Dirichlet tessellation (or Voronoi polygon) is clearly equidistant
                        from three initial points, and these points form a Delaunay triangle of which the given
                        vertex of the tessellation is the circumcentre (the centre of the circumcircle of the
                        triangle). Fig. 8.3 shows one such circumcircle. Thus to each Delaunay triangle there
                        corresponds a unique vertex of a Voronoi polygon lying at its circumcentre.
                          An important feature of a Delaunay triangulation is the Circumcircle Property:this
                        guarantees that in a Delaunay triangulation none of the points (vertices) of a triangle
                        can lie within the circumcircle of any other triangle. The triangles ABD and BCD in
                        Fig. 8.4, for example, cannot represent a Delaunay triangulation, since the circumcircle
                        of the triangle BCD contains the point A. However, changing the diagonal of the
                        quadrilateral ABCD to AC instead of BD produces the triangles ABC and ADC, which



                                                        N 5
                                                     T 5          N 4
                                                                       T
                                                              T 7       4
                                                T 6
                                                            N 7
                                              N 6
                                                        T 8           N 3
                                                                        T
                                                         N 8             3

                                                                 N
                                                    N 1           2
                                                               T 2
                                                       T 1

                        Fig. 8.1 Dirichlet tessellation with Voronoi regions.
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