A note on maximum independent sets and minimum clique partitions in unit disk graphs and penny graphs: complexity and approximation

Marcia R. Cerioli; Luerbio Faria; Talita O. Ferreira; Fábio Protti

RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications (2011)

  • Volume: 45, Issue: 3, page 331-346
  • ISSN: 0988-3754

Abstract

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A unit disk graph is the intersection graph of a family of unit disks in the plane. If the disks do not overlap, it is also a unit coin graph or penny graph. It is known that finding a maximum independent set in a unit disk graph is a NP-hard problem. In this work we extend this result to penny graphs. Furthermore, we prove that finding a minimum clique partition in a penny graph is also NP-hard, and present two linear-time approximation algorithms for the computation of clique partitions: a 3-approximation algorithm for unit disk graphs and a 2-approximation algorithm for penny graphs.

How to cite

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Cerioli, Marcia R., et al. "A note on maximum independent sets and minimum clique partitions in unit disk graphs and penny graphs: complexity and approximation." RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications 45.3 (2011): 331-346. <http://eudml.org/doc/273035>.

@article{Cerioli2011,
abstract = {A unit disk graph is the intersection graph of a family of unit disks in the plane. If the disks do not overlap, it is also a unit coin graph or penny graph. It is known that finding a maximum independent set in a unit disk graph is a NP-hard problem. In this work we extend this result to penny graphs. Furthermore, we prove that finding a minimum clique partition in a penny graph is also NP-hard, and present two linear-time approximation algorithms for the computation of clique partitions: a 3-approximation algorithm for unit disk graphs and a 2-approximation algorithm for penny graphs.},
author = {Cerioli, Marcia R., Faria, Luerbio, Ferreira, Talita O., Protti, Fábio},
journal = {RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications},
keywords = {unit disk graphs; unit coin graphs; penny graphs; independent set; clique partition; approximation algorithms},
language = {eng},
number = {3},
pages = {331-346},
publisher = {EDP-Sciences},
title = {A note on maximum independent sets and minimum clique partitions in unit disk graphs and penny graphs: complexity and approximation},
url = {http://eudml.org/doc/273035},
volume = {45},
year = {2011},
}

TY - JOUR
AU - Cerioli, Marcia R.
AU - Faria, Luerbio
AU - Ferreira, Talita O.
AU - Protti, Fábio
TI - A note on maximum independent sets and minimum clique partitions in unit disk graphs and penny graphs: complexity and approximation
JO - RAIRO - Theoretical Informatics and Applications - Informatique Théorique et Applications
PY - 2011
PB - EDP-Sciences
VL - 45
IS - 3
SP - 331
EP - 346
AB - A unit disk graph is the intersection graph of a family of unit disks in the plane. If the disks do not overlap, it is also a unit coin graph or penny graph. It is known that finding a maximum independent set in a unit disk graph is a NP-hard problem. In this work we extend this result to penny graphs. Furthermore, we prove that finding a minimum clique partition in a penny graph is also NP-hard, and present two linear-time approximation algorithms for the computation of clique partitions: a 3-approximation algorithm for unit disk graphs and a 2-approximation algorithm for penny graphs.
LA - eng
KW - unit disk graphs; unit coin graphs; penny graphs; independent set; clique partition; approximation algorithms
UR - http://eudml.org/doc/273035
ER -

References

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  1. [1] B.S. Baker, Approximation algorithms for NP-complete problems on planar graphs. J. ACM41 (1994) 153–180. Zbl0807.68067MR1369197
  2. [2] P. Berman, M. Karpinski and A.D. Scott, Approximation hardness and satisfiability of bounded occurrence instances of SAT, in Electronic Colloquium on Computational Complexity – ECCC (2003). 
  3. [3] H. Breu, Algorithmic Aspects of Constrained Unit Disk Graphs. Ph.D. thesis, University of British Columbia (1996). 
  4. [4] H. Breu and D.G. Kirkpatrick, Unit disk graph recognition is NP-hard. Computational Geometry9 (1998) 3–24. Zbl0894.68099MR1492799
  5. [5] A. Borodin, I. Ivan, Y. Ye and B. Zimny, On sum coloring and sum multi-coloring for restricted families of graphs. Manuscript available at http://www.cs.toronto.edu/~bor/2420f10/stacs.pdf consulted 30 July 2011. Zbl1232.68061MR2885875
  6. [6] B.N. Clark, C.J. Colbourn and D.S. Johnson, Unit disk graphs. Discrete Math.86 (1990) 165–177. Zbl0739.05079MR1088569
  7. [7] M.R. Cerioli, L. Faria, T.O. Ferreira and F. Protti, On minimum clique partition and maximum independent set in unit disk graphs and penny graphs: complexity and approximation. LACGA'2004 – Latin-American Conference on Combinatorics, Graphs and Applications. Santiago, Chile (2004). Electron. Notes Discrete Math. 18 (2004) 73–79. Zbl1075.05571MR2162916
  8. [8] T. Erlebach, K. Jansen and E. Seidel, Polynomial-time approximation schemes for geometric graphs, in Proceedings of the 12th ACM-SIAM Symposium on Discrete Algorithms (2000) 671–679. Zbl0988.65020MR1958541
  9. [9] P. Erdös, On some problems of elementary and combinatorial geometry. Ann. Math. Pura Appl. Ser.103 (1975) 99–108. Zbl0303.52006MR411984
  10. [10] D. Lichtenstein, Planar formulae and their uses. SIAM J. Comput.43 (1982) 329–393. Zbl0478.68043MR652906
  11. [11] M.R. Garey and D.S. Johnson, The rectilinear Steiner tree problem is NP-complete. SIAM J. Appl. Math.32 (1977) 826–834. Zbl0396.05009MR443426
  12. [12] M.R. Garey and D.S. Johnson, Computers and Intractability: a Guide to the Theory of NP-completeness. Freeman, New York (1979). Zbl0411.68039MR519066
  13. [13] M.C. Golumbic, The complexity of comparability graph recognition and coloring. Computing18 (1977) 199–208. Zbl0365.05025MR502231
  14. [14] M.C. Golumbic, Algorithmic Graph Theory and Perfect Graphs. Academic Press, New York (1980). Zbl0541.05054MR562306
  15. [15] H. Harborth, Lösung zu problem 664a. Elem. Math.29 (1974) 14–15. MR354389
  16. [16] H.B. Hunt III, M.V. Marathe, V. Radhakrishnan, S.S. Ravi, D.J. Rosenkrantz and R.E. Stearns, NC-Approximation schemes for NP- and PSPACE-Hard problems for geometric graphs. J. Algor.26 (1998) 238–274. Zbl0894.68105MR1606504
  17. [17] K. Jansen and H. Müller, The minimum broadcast time problem for several processor networks. Theor. Comput. Sci.147 (1995) 69–85. Zbl0873.68009MR1346097
  18. [18] M.V. Marathe, H. Breu, H.B. Hunt III, S.S. Ravi and D.J. Rosenkrantz, Simple heuristics for unit disk Graphs. Networks25 (1995) 59–68. Zbl0821.90128MR1321110
  19. [19] T. Matsui, Approximation algorithms for maximum independent set problems and fractional coloring problems on unit disk graphs. In Discrete and Computational Geometry. Lect. Notes Comput. Sci.1763 (2000) 194–200. Zbl0955.05100MR1787526
  20. [20] I.A. Pirwani and M.R. Salavatipour, A weakly robust PTAS for minimum clique partition in unit disk graphs (Extended Abstract), Proceedings of SWAT 2010. Lect. Notes Comput. Sci. 6139 (2010) 188–199. Zbl1284.05220MR2678497
  21. [21] S.V. Pemmaraju and I.A. Pirwani, Good quality virtual realization of unit ball graphs, Proceedings of the 15th Annual European Symposium on Algorithms. Lect. Notes Comput. Sci. 4698 (2007) 311–322. Zbl1151.05333
  22. [22] O. Reutter, Problem 664a. Elem. Math. 27 (1972) 19. 
  23. [23] J.P. Spinrad, Efficient Graph Representations, Fields Institute Monographs 19. American Mathematical Society (2003). Zbl1033.05001MR1971502
  24. [24] L.G. Valiant, Universality considerations in VLSI circuits. IEEE Trans. Comput.30 (1981) 135–140. Zbl0455.94046MR605722

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