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Simultaneous inner and outer approximation of shapes
Authors:Rudolf Fleischer, Kurt Mehlhorn, Gü  nter Rote, Emo Welzl  Chee Yap
Affiliation:(1) Max-Planck-Institut Informatik (MPI), Im Stadtwald, W-6600 Saarbrücken, Federal Republic of Germany;(2) Institut für Mathematik, Technische Universität Graz, Steyrergasse 30, A-8010 Graz, Austria;(3) Institut für Informatik, Fachbereich Mathematik, Freie Universität Berlin, Arnimallee 2–6, 1000 Berlin 33, Federal Republic of Germany;(4) Courant Institute of Mathematical Sciences, New York University, 251 Mercer Street, 10012 New York, NY, USA
Abstract:For compact Euclidean bodiesP, Q, we define lambda(P, Q) to be the smallest ratior/s wherer > 0,s > 0 satisfy
$$sQ' subseteq P subseteq rQ'$$
. HeresQ denotes a scaling ofQ by the factors, andQprime,QPrime are some translates ofQ. This function lambda gives us a new distance function between bodies which, unlike previously studied measures, is invariant under affine transformations. If homothetic bodies are identified, the logarithm of this function is a metric. (Two bodies arehomothetic if one can be obtained from the other by scaling and translation.)For integerk ge 3, define lambda(k) to be the minimum value such that for each convex polygonP there exists a convexk-gonQ with lambda(P, Q) le lambda(k). Among other results, we prove that 2.118 ... <-lambda(3) le 2.25 and lambda(k) = 1 + THgr(k–2). We give anO(n2 log2n)-time algorithm which, for any input convexn-gonP, finds a triangleT that minimizes lambda(T, P) among triangles. However, in linear time we can find a trianglet with lambda(t, P)<-2.25.Our study is motivated by the attempt to reduce the complexity of the polygon containment problem, and also the motion-planning problem. In each case we describe algorithms which run faster when certain implicitslackness parameters of the input are bounded away from 1. These algorithms illustrate a new algorithmic paradigm in computational geometry for coping with complexity.Work of all authors was partially supported by the ESPRIT II Basic Research Actions Program of the EC under Contract No. 3075 (project ALCOM). Rudolf Fleischer and Kurt Mehlhorn acknowledge also DFG (Grant SPP Me 620/6). Chee Yap acknowledges also DFG (Grant Be 142/46-1) and NSF (Grants DCR-84-01898 and CCR-87-03458). This research was performed when Günter Rote and Chee Yap were at the Freie Universität Berlin.
Keywords:Polygonal approximation  Algorithmic paradigms  Shape approximation  Computational geometry  Implicit complexity parameters  Banach-Mazur metric
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