Paper by Erik D. Demaine

Reference:

Erik D. Demaine, Fedor V. Fomin, MohammadTaghi Hajiaghayi, and Dimitrios M. Thilikos, “Fixed-Parameter Algorithms for the (k, r)-Center in Planar Graphs and Map Graphs”, in Proceedings of the 30th International Colloquium on Automata, Languages and Programming (ICALP 2003), Eindhoven, The Netherlands, June 30–July 4, 2003, pages 829–844.

BibTeX

@InProceedings{MapGraphs_ICALP2003,
  AUTHOR        = {Erik D. Demaine and Fedor V. Fomin and
                   MohammadTaghi Hajiaghayi and Dimitrios M. Thilikos},
  TITLE         = {Fixed-Parameter Algorithms for the $(k,r)$-Center
                   in Planar Graphs and Map Graphs},
  BOOKTITLE     = {Proceedings of the 30th International Colloquium on
                   Automata, Languages and Programming (ICALP 2003)},
  BOOKURL       = {http://www.win.tue.nl/icalp2003/},
  ADDRESS       = {Eindhoven, The Netherlands},
  MONTH         = {June 30--July 4},
  YEAR          = 2003,
  PAGES         = {829--844},

  length        = {12 pages},
  papers        = {MapGraphs_TAlg},
  withstudent   = 1,
  doi           = {https://dx.doi.org/10.1007/3-540-45061-0_65},
  dblp          = {https://dblp.org/rec/conf/icalp/DemaineFHT03},
}

Abstract:

The (k, r)-center problem asks whether an input graph G has ≤ k vertices (called centers) such that every vertex of G is within distance ≤ r from some center. In this paper we prove that the (k, r)-center problem, parameterized by k and r, is fixed-parameter tractable (FPT) on planar graphs, i.e., it admits an algorithm of complexity f(k, r) n^O(1) where the function f is independent of n. In particular, we show that f(k, r) = 2^{O(r log r) √k}, where the exponent of the exponential term grows sublinearly in the number of centers. Moreover, we prove that the same type of FPT algorithms can be designed for the more general class of map graphs introduced by Chen, Grigni, and Papadimitriou. Our results combine dynamic-programming algorithms for graphs of small branchwidth and a graph-theoretic result bounding this parameter in terms of k and r. Finally, a byproduct of our algorithm is the existence of a PTAS for the r-domination problem in both planar graphs and map graphs.

Our approach builds on the seminal results of Robertson and Seymour on Graph Minors, and as a result is much more powerful than the previous machinery of Alber et al. for exponential speedup on planar graphs. To demonstrate the versatility of our results, we show how our algorithms can be extended to general parameters that are “large” on grids. In addition, our use of branchwidth instead of the usual treewidth allows us to obtain much faster algorithms, and requires more complicated dynamic programming than the standard leaf/introduce/forget/join structure of nice tree decompositions. Our results are also unique in that they apply to classes of graphs that are not minor-closed, namely, constant powers of planar graphs and map graphs.

Length:

The paper is 12 pages.

Availability:

The paper is available in PostScript (404k), gzipped PostScript (189k), and PDF (179k).

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Related papers:

MapGraphs_TAlg (Fixed-Parameter Algorithms for (k, r)-Center in Planar Graphs and Map Graphs)