Abstract
We show that coresets do not exist for the problem of 2-slabs in \({\mathbb R}^{3}\), thus demonstrating that the natural approach for solving approximately this problem efficiently is infeasible. On the positive side, for a point set P in \({\mathbb R}^{3}\), we describe a near linear time algorithm for computing a (1+ε)-approximation to the minimum width 2-slab cover of P. This is a first step in providing an efficient approximation algorithm for the problem of covering a point set with k-slabs.
The full version of this paper is available from http://www.uiuc.edu/sariel papers/02/http://www.uiuc.edu/sariel/papers/02/2slab/2slab/.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Agarwal, P.K., Sharir, M.: Efficient algorithms for geometric optimization. ACM Comput. Surv. 30, 412–458 (1998)
Bern, M., Eppstein, D.: Approximation algorithms for geometric problems. In: Hochbaum, D.S. (ed.) Approximationg algorithms for NP-Hard problems., pp. 296–345. PWS Publishing Company (1997)
Agarwal, P.K., Aronov, B., Sharir, M.: Computing envelopes in four dimensions with applications. SIAM J. Comput. 26, 1714–1732 (1997)
Agarwal, P.K., Sharir, M.: Efficient randomized algorithms for some geometric optimization problems. Discrete Comput. Geom. 16, 317–337 (1996)
Agarwal, P.K., Sharir, M., Toledo, S.: Applications of parametric searching in geometric optimization. J. Algorithms 17, 292–318 (1994)
Ebara, H., Fukuyama, N., Nakano, H., Nakanishi, Y.: Roundness algorithms using the Voronoi diagrams. In: Proc. 1st Canad. Conf. Comput. Geom., p. 41 (1989)
Edelsbrunner, H., Guibas, L.J., Stolfi, J.: Optimal point location in a monotone subdivision. SIAM J. Comput. 15, 317–340 (1986)
García-Lopez, J., Ramos, P., Snoeyink, J.: Fitting a set of points by a circle. Discrete Comput. Geom. 20, 389–402 (1998)
Le, V.B., Lee, D.T.: Out-of-roundness problem revisited. IEEE Trans. Pattern Anal. Mach. Intell. PAMI 13, 217–223 (1991)
Mehlhorn, K., Shermer, T.C., Yap, C.K.: A complete roundness classification procedure. In: Proc. 13th Annu. ACM Sympos. Comput. Geom., pp. 129–138 (1997)
Preparata, F.P., Shamos, M.I.: Computational Geometry: An Introduction. Springer, New York (1985)
Rivlin, T.J.: Approximating by circles. Computing 21, 93–104 (1979)
Roy, U., Liu, C.R., Woo, T.C.: Review of dimensioning and tolerancing: Representation and processing. Comput. Aided Design 23, 466–483 (1991)
Roy, U., Zhang, X.: Establishment of a pair of concentric circles with the minimum radial separation for assessing roundness error. Comput. Aided Design 24, 161–168 (1992)
Shermer, T.C., Yap, C.K.: Probing for near centers and relative roundness. In: Proc. ASME Workshop on Tolerancing and Metrology (1995)
Smid, M., Janardan, R.: On the width and roundness of a set of points in the plane. Internat. J. Comput. Geom. Appl. 9, 97–108 (1999)
Yap, C.K., Chang, E.C.: Issues in the metrology of geometric tolerancing. In: Laumond, J.P., Overmars, M.H. (eds.) Robotics Motion and Manipulation, pp. 393–400. A. K. Peters, Wellesley (1997)
Chan, T.M.: Approximating the diameter, width, smallest enclosing cylinder and minimum-width annulus. Internat. J. Comput. Geom. Appl. 12, 67–85 (2002)
Agarwal, P.K., Aronov, B., Har-Peled, S., Sharir, M.: Approximation and exact algorithms for minimum-width annuli and shells. Discrete Comput. Geom. 24, 687–705 (2000)
Agarwal, P.K., Har-Peled, S., Varadarajan, K.R.: Approximating extent measures of points. J. ACM 51, 606–635 (2004)
Gonzalez, T.: Clustering to minimize the maximum intercluster distance. Theoret. Comput. Sci. 38, 293–306 (1985)
Agarwal, P.K., Procopiuc, C.M.: Exact and approximation algorithms for clustering. Algorithmica 33, 201–226 (2002)
Agarwal, P.K., Procopiuc, C.M., Varadarajan, K.R.: Approximation algorithms for k-line center. In: Proc. 10th Annu. European Sympos. Algorithms, pp. 54–63 (2002)
Megiddo, N.: On the complexity of some geometric problems in unbounded dimension. J. Symb. Comput. 10, 327–334 (1990)
Har-Peled, S., Varadarajan, K.R.: High-dimensional shape fitting in linear time. Discrete Comput. Geom. 32, 269–288 (2004)
Megiddo, N., Tamir, A.: On the complexity of locating linear facilities in the plane. Oper. Res. Lett. 1, 194–197 (1982)
Bădoiu, M., Clarkson, K.L.: Optimal core-sets for balls. In: Proc. 14th ACM-SIAM Sympos. Discrete Algorithms, pp. 801–802 (2003)
Har-Peled, S., Varadarajan, K.R.: Projective clustering in high dimensions using core-sets. In: Proc. 18th Annu. ACM Sympos. Comput. Geom., pp. 312–318 (2002)
Bădoiu, M., Har-Peled, S., Indyk, P.: Approximate clustering via core-sets. In: Proc. 34th Annu. ACM Sympos. Theory Comput., pp. 250–257 (2002)
Kumar, P., Mitchell, J.S.B., Yildirim, E.A.: Fast smallest enclosing hypersphere computation. In: Proc. 5th Workshop Algorithm Eng. Exper. (2003)(to appear)
Har-Peled, S., Wang, Y.: Shape fitting with outliers. SIAM J. Comput. 33, 269–285 (2004)
Har-Peled, S.: Clustering motion. Discrete Comput. Geom. 31, 545–565 (2004)
Houle, M.E., Toussaint, G.T.: Computing the width of a set. IEEE Trans. Pattern Anal. Mach. Intell. PAMI 10, 761–765 (1988)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Har-Peled, S. (2004). No, Coreset, No Cry. In: Lodaya, K., Mahajan, M. (eds) FSTTCS 2004: Foundations of Software Technology and Theoretical Computer Science. FSTTCS 2004. Lecture Notes in Computer Science, vol 3328. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30538-5_27
Download citation
DOI: https://doi.org/10.1007/978-3-540-30538-5_27
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24058-7
Online ISBN: 978-3-540-30538-5
eBook Packages: Computer ScienceComputer Science (R0)