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Gruber P. Convex and Discrete Geometry

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466 <strong>Geometry</strong> of Numbers<br />

F<br />

G<br />

p<br />

q<br />

H<br />

Fig. 32.2. Dirichlet–Voronoĭ tilings are facet-to-facet<br />

For the proof of (2) it is sufficient to show the following: if K is a cube, then only<br />

finitely many of the Dirichlet–Voronoĭ cells D(p) meet K <strong>and</strong> these form a tiling<br />

of K .Letq ∈ D. Since D is discrete, all but finitely many of the halfspaces {x :<br />

�x − p� ≤�x −q�} are disjoint from K . Thus, only finitely many Dirichlet–Voronoĭ<br />

cells D(p) meet K ,sayD(p1),...,D(pk). Any two of these cells are separated by<br />

a hyperplane <strong>and</strong> thus have disjoint interiors. Since D is discrete, for each point of<br />

E d there is a least one nearest point in D. Thus E d is the union of all cells. Together,<br />

this implies that � D(p1) ∩ K,...,D(pk) ∩ K � form a tiling of K .<br />

The third <strong>and</strong> final step is to show the following:<br />

(3) The Dirichlet–Voronoĭ cells {D(p) : p ∈ D} form a facet-to-facet tiling<br />

of E d .<br />

By (1) <strong>and</strong> (2), each facet of a cell D(p), p ∈ D, is covered by facets of other such<br />

cells. Thus, if (3) did not hold, there are points p, q ∈ D such that the tiles D(p) <strong>and</strong><br />

D(q) have facets F <strong>and</strong> G, respectively, which overlap, but do not coincide. Then<br />

there is a (d − 2)-dimensional face H of G, say, which meets the relative interior of<br />

F. Project F, G, H onto a 2-dimensional plane orthogonal to H. Then we have the<br />

configuration of Fig. 32.2.<br />

Since H is the intersection of two facets of D(q), one of which is G, there is<br />

a point r ∈ D which, together with q, determines this facet. Then the hyperplane<br />

{x :�x − p� =�x − r�} cuts off the part of F outside H. Thus this part is not<br />

contained in D(p). This contradiction concludes the proof of (3).<br />

Having shown (1)–(3), the proof of the proposition is complete. ⊓⊔<br />

Delone Sets, the Empty Sphere Method <strong>and</strong> Delone Triangulations<br />

We follow Delone [255], see also Delone <strong>and</strong> Ryshkov [259]. Let D be an (r, R)system<br />

or Delone set in E d where r, R > 0. That is, a discrete set D in E d such that<br />

any two distinct points have distance at least r <strong>and</strong> for any point in E d there is a point<br />

in D at distance at most R. Lattices <strong>and</strong> periodic sets as considered by Zassenhaus,<br />

are Delone sets but not vice versa. Delone sets still have a certain uniformity <strong>and</strong><br />

regularity. Now the aim is to construct a tiling of E d with convex polytopes such that<br />

the vertices of these polytopes are precisely the points of D. Particular such tilings<br />

r

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