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A unified approach to approximation schemes for NP- and PSPACE-hard problems for geometric graphs

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Algorithms — ESA '94 (ESA 1994)

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Abstract

We present parallel approximation schemes for a number of graph problems when restricted to geometric graphs including unit disk graphs and graphs drawn in a civilized manner [CCJ90, MHR92, Te91]. Our NC-approximation schemes exhibit the same time versus performance trade-off as those of Baker [Ba83].

We also define the concept of λ-precision unit disk graphs and show that for such graphs our NC approximation schemes have better time versus performance trade-offs and several other graph problems have efficient approximation schemes.

Our parallel approximation schemes can also be extended to obtain efficient parallel approximation schemes for problems on unit disk graphs specified using a restricted version of the hierarchical specification language of Bentley, Ottmann and Widmayer [BOW83]. While we can show that many graph problems are PSPACE-hard even for this restricted form of specifications, nevertheless, these problems possess efficient approximation schemes.

Supported by NSF Grants CCR 89-03319 and CCR 90-06396.

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References

  1. B.S. Baker, “Approximation Algorithms for NP-complete problems on Planar Graphs,” 24th IEEE Symposium on Foundations of Computer Science (FOCS), 1983, pp 265–273.

    Google Scholar 

  2. J.L. Bentley, T. Ottmann and P. Widmayer, “The Complexity of Manipulating Hierarchically Defined set of Intervals,” Advances in Computing Research, ed. F.P. Preparata Vol. 1, (1983), pp. 127–158.

    Google Scholar 

  3. A. Condon, J. Feigenbaum, C. Lund and P. Shor, “Probabilistically Checkable Debate Systems and Approximation Algorithms for PSPACE-Hard Functions”, in Proc. 25th Annual ACM Symposium on Theory Of Computing, (STOC), 1993, pp. 305–313.

    Google Scholar 

  4. A. Condon, J. Feigenbaum, C. Lund and P. Shor, “Random Debators and the Hardness of Approximating Stochastic functions for PSPACE-Hard Functions”, to appear in 9th Annual IEEE Annual Conference on Structure in Complexity Theory, June 1994.

    Google Scholar 

  5. B.N. Clark, C.J. Colbourn, and D.S. Johnson, “Unit Disk Graphs,” Discrete Math., Vol. 86, 1990, pp. 165–177.

    Article  MathSciNet  Google Scholar 

  6. J. Diaz, M.J. Serna and J. Toran, “Parallel Approximation Schemes for problems on planar graphs,” 1st European Symposium on Algorithms (ESA '93), 1993, pp 145–156.

    Google Scholar 

  7. D. Eppstein, G.L. Miller and S.H. Teng, “A Deterministic Linear Time Algorithm for Geometric Separators and its Application,” 9th ACM Symposium on Computational Geometry, pp 99–108, 1993.

    Google Scholar 

  8. T. Feder and D. Greene, “Optimal Algorithms for Approximate Clustering,” 30th ACM Symposium on Theory Of Computing (STOC), pp 434–444, 1988.

    Google Scholar 

  9. R.J. Fowler, M.S. Paterson and S.L. Tanimoto, “Optimal Packing and Covering in the Plane are NP-Complete,” Inf. Proc. Letters, Vol 12, No.3, June 1981, pp. 133–137.

    MathSciNet  Google Scholar 

  10. W.K. Hale, “Frequency Assignment: Theory and Applications,” Proc. IEEE, Vol. 68, 1980, pp 1497–1514.

    Google Scholar 

  11. D.S. Hochbaum and W. Maass, “Approximation Schemes for Covering and Packing Problems in Image Processing and VLSI,” JACM, Vol 32, No. 1, 1985, pp 130–136.

    MathSciNet  Google Scholar 

  12. T.Jiang and L. Wang, “An Approximation Scheme for Some Steiner Tree Problems in the Plane,” to appear in Fifth Annual International Symposium on Algorithms and Computation (ISAAC), 1994.

    Google Scholar 

  13. H.B. Hunt III, V. Radhakrishnan, S.S. Ravi, D.J. Rosenkrantz, R.E. Stearns, “Every problem in MAX SNP has a parallel approximation algorithm,” Technical Report No 8, University at Albany, May 1993.

    Google Scholar 

  14. H.B. Hunt III, M.V. Marathe, V. Radhakrishnan, S.S. Ravi, D.J. Rosenkrantz and R.E. Stearns, “A Unified Approach to Approximation Schemes for NP-and PSPACE-Hard Problems for Geometric Graphs,” Technical Report No 93-17, University at Albany, June 1994.

    Google Scholar 

  15. T. Lengauer and E. Wanke, “Efficient Solutions for Connectivity Problems for Hierarchically Defined Graphs,” SIAM J. Computing, Vol. 17, No. 6, 1988, pp. 1063–1080.

    MathSciNet  Google Scholar 

  16. R. Lipton and R. E. Tarjan, “A Separator Theorem for Planar Graphs,” SIAM J. Appl. Math., Vol. 32, No. 2, April 1979, pp 177–189.

    MathSciNet  Google Scholar 

  17. M.V. Marathe H.B. Hunt III and S.S. Ravi, “Geometric Heuristics for Unit Disk Graphs”, in the proceedings of 4th Canadian Conference on Computational Geometry, 1992, pp. 244–249.

    Google Scholar 

  18. M.V. Marathe H.B. Hunt III and S.S. Ravi, “The Complexity of Approximating PSPACE-Complete Problems for Hierarchical Specifications”, in the proceedings of ICALP'93, 1993, pp 76–87.

    Google Scholar 

  19. M.V. Marathe, V. Radhakrishnan, H.B. Hunt III and S.S. Ravi, “Hierarchically Specified Unit Disk Graphs”, to appear in the proceedings of WG'93, 1993.

    Google Scholar 

  20. M.V. Marathe, H.B. Hunt III, R.E. Stearns and V. Radhakrishnan, “Approximation schemes for PSPACE-Complete problems for succinct graphs,” to appear in Proceedings of 26th Annual ACM Symposium on the Theory of Computing (STOC), May 1994.

    Google Scholar 

  21. C. Mead and L. Conway, Introduction to VLSI Systems, Addison Wesley, 1980.

    Google Scholar 

  22. N. Meggido and K Supowit, “On The Complexity Of Some Common Geometric Location Problems,” SIAM Journal Of Computing, Vol 13, No.1, February 1984, pp. 182–196.

    Google Scholar 

  23. C. Papadimitriou and M. Yannakakis, “Optimization, Approximation and Complexity Classes” Journal of Computer and System Sciences, No.43, 1991, pp. 425–440.

    MathSciNet  Google Scholar 

  24. S. Ramanathan Scheduling Algorithms for Multi-Hop Radio Networks, Ph.D. thesis, Department of Computer Science, University of Delaware, Newark, 1993.

    Google Scholar 

  25. S.H. Teng, Points, Spheres, and Separators, A Unified Geometric Approach to Graph Separators, Ph.D. thesis, School of Computer Science, Carnegie Mellon University, CMU-CS-91-184, Pittsburgh, August 1991.

    Google Scholar 

  26. D.W. Wong and Y.S. Kuo, “A Study of Two Geometric Location Problems,” Inf. Proc. Letters, Vol. 28, No. 6, Aug. 1988, pp 281–286.

    Google Scholar 

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Jan van Leeuwen

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© 1994 Springer-Verlag Berlin Heidelberg

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Hunt, H.B., Ravi, S.S., Marathe, M.V., Rosenkrantz, D.J., Radhakrishnan, V., Stearns, R.E. (1994). A unified approach to approximation schemes for NP- and PSPACE-hard problems for geometric graphs. In: van Leeuwen, J. (eds) Algorithms — ESA '94. ESA 1994. Lecture Notes in Computer Science, vol 855. Springer, Berlin, Heidelberg. https://doi.org/10.1007/BFb0049428

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  • DOI: https://doi.org/10.1007/BFb0049428

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