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Optimization for First Order Delaunay Triangulations

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Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 4619))

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Abstract

This paper discusses optimization of quality measures over first order Delaunay triangulations. Unlike most previous work, our measures relate to edge-adjacent or vertex-adjacent triangles instead of only to single triangles. We give efficient algorithms to optimize certain measures, whereas other measures are shown to be NP-hard. For two of the NP-hard maximization problems we provide for any constant ε> 0, factor (1 − ε) approximation algorithms that run in 2O(1/ε)·n and \(2^{O(1/\varepsilon^2)}\cdot n\) time (when the Delaunay triangulation is given). For a third NP-hard problem the NP-hardness proof provides an inapproximability result. Our results are presented for the class of first-order Delaunay triangulations, but also apply to triangulations where every triangle has at most one flippable edge. One of the approximation results is also extended to k-th order Delaunay triangulations.

This research has been partially funded by the Netherlands Organisation for Scientific Research (NWO) under FOCUS/BRICKS grant number 642.065.503 (GADGET) and under the project GOGO.

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References

  1. Aspvall, B., Plass, M., Tarjan, R.: A linear-time algorithm for testing the truth of certain quantified boolean formulas. Inf. Proc. Lett. 8, 121–123 (1979)

    Article  MATH  MathSciNet  Google Scholar 

  2. Baker, B.S.: Approximation algorithms for NP-complete problems on planar graphs. J. ACM 41, 153–180 (1994)

    Article  MATH  Google Scholar 

  3. Bern, M., Edelsbrunner, H., Eppstein, D., Mitchell, S., Tan, T.S.: Edge insertion for optimal triangulations. Discrete Comput. Geom. 10(1), 47–65 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  4. Bern, M., Plassmann, P.: Mesh generation. In: Sack, J., Urrutia, J. (eds.) Handbook of Computational Geometry, pp. 291–332. Elsevier, Amsterdam (1997)

    Google Scholar 

  5. Bodlaender, H.L.: A partial k-arboretum of graphs with bounded treewidth. Theoretical Computer Science 209, 1–45 (1998)

    Article  MATH  MathSciNet  Google Scholar 

  6. de Floriani, L., Magillo, P., Puppo, E.: Applications of computational geometry in Geographic Information Systems. In: Sack, J., Urrutia, J. (eds.) Handbook of Computational Geometry, pp. 333–388. Elsevier, Amsterdam (1997)

    Google Scholar 

  7. de Kok, T., van Kreveld, M., Löffler, M.: Generating realistic terrains with higher-order Delaunay triangulations. Comput. Geom. Th. Appl. 36, 52–65 (2007)

    MATH  Google Scholar 

  8. Edelsbrunner, H., Tan, T.S.: A quadratic time algorithm for the minmax length triangulation. SIAM J. Comput. 22, 527–551 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  9. Edelsbrunner, H., Tan, T.S., Waupotitsch, R.: O(N 2 logN) time algorithm for the minmax angle triangulation. SIAM J. Sci. Stat. Comput. 13, 994–1008 (1992)

    Article  MATH  MathSciNet  Google Scholar 

  10. Gudmundsson, J., Hammar, M., van Kreveld, M.: Higher order Delaunay triangulations. Comput. Geom. Theory Appl. 23, 85–98 (2002)

    MATH  Google Scholar 

  11. Guibas, L.J., Hershberger, J.E., Mitchell, J.S.B., Snoeyink, J.S.: Approximating polygons and subdivisions with minimum link paths. Internat. J. Comput. Geom. Appl. 3(4), 383–415 (1993)

    Article  MATH  MathSciNet  Google Scholar 

  12. Hochbaum, D.S., Maass, W.: Approximation schemes for covering and packing problems in image processing and VLSI. J. ACM 32, 130–136 (1985)

    Article  MATH  MathSciNet  Google Scholar 

  13. Huggett, R.J.: Fundamentals of Geomorphology. Routledge, London (2003)

    Google Scholar 

  14. Jenson, S.K., Trautwein, C.M.: Methods and applications in surface depression analysis. In: Proc. Auto-Carto, vol. 8, pp. 137–144 (1987)

    Google Scholar 

  15. Kant, G., Bodlaender, H.L.: Triangulating planar graphs while minimizing the maximum degree. Inform. Comput. 135, 1–14 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  16. Lichtenstein, D.: Planar formulae and their uses. SIAM J. Cmp. 11, 329–343 (1982)

    Article  MATH  MathSciNet  Google Scholar 

  17. Maidment, D.R.: GIS and hydrologic modeling. In: Goodchild, M., Parks, B., Steyaert, L. (eds.) Environmental modeling with GIS, pp. 147–167. Oxford University Press, New York (1993)

    Google Scholar 

  18. Mulzer, W., Rote, G.: Minimum weight triangulation is NP-hard. In: Proc. 22nd Annu. ACM Sympos. Comput. Geom., pp. 1–10 (2006)

    Google Scholar 

  19. Niedermeier, R.: Invitation to Fixed-Parameter Algorithms. Oxford University Press, New York (2006)

    MATH  Google Scholar 

  20. Robertson, N., Seymour, P.D.: Graph minors II. Algorithmic aspects of tree width. J. Algorithms 7, 309–322 (1986)

    Article  MATH  MathSciNet  Google Scholar 

  21. Theobald, D.M., Goodchild, M.F.: Artifacts of TIN-based surface flow modelling. In: Proc. GIS/LIS, pp. 955–964 (1990)

    Google Scholar 

  22. van Kreveld, M.: Geographic Information Systems. In: Goodmann, J.E., O’Rourke, J. (eds.) Handbook of Discrete and Computational Geometry, ch. 58, pp. 1293–1314. Chapman & Hall/CRC, Boca Raton (2004)

    Google Scholar 

  23. van Kreveld, M., Löffler, M., Silveira, R.I.: Optimization for first order Delaunay triangulations. Technical Report UU-CS-2007-011, Utrecht University, Institute of Information and Computing Sciences (2007)

    Google Scholar 

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Frank Dehne Jörg-Rüdiger Sack Norbert Zeh

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van Kreveld, M., Löffler, M., Silveira, R.I. (2007). Optimization for First Order Delaunay Triangulations. In: Dehne, F., Sack, JR., Zeh, N. (eds) Algorithms and Data Structures. WADS 2007. Lecture Notes in Computer Science, vol 4619. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-73951-7_16

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  • DOI: https://doi.org/10.1007/978-3-540-73951-7_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-73948-7

  • Online ISBN: 978-3-540-73951-7

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