Abstract
The main contribution of this paper is the first constant factor approximation algorithm for red-blue set cover problem with unit disks. To achieve this, we first give a polynomial time algorithm for line-separable red-blue set cover problem with unit disks. We next obtain a factor 2 approximation algorithm for strip-separable red-blue set cover problem with unit disks. Finally, we obtain a constant factor approximation algorithm for red-blue set cover problem with unit disks by combining our algorithm for the strip-separable problem with the results of Ambühl et al. [1]. Our methods involve a novel decomposition of the optimal solution to line-separable problem into blocks with special structure and extensions of the sweep-line technique of Erlebach and van Leeuwen [9].
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Ambühl, C., Erlebach, T., Mihalák, M., Nunkesser, M.: Constant-Factor Approximation for Minimum-Weight (Connected) Dominating Sets in Unit Graphs. In: 9th International Workshop on Approximation Algorithms for Combinatorial Optimization Problems, APPROX, pp. 3–14 (2006)
Basappa, M., Acharyya, R., Das, G.K.: Unit Disk Cover Problem in 2D. J. Discrete Algorithms 33, 193–201 (2015)
Călinescu, G., Măndoiu, I.I., Wan, P.J., Zelikovsky, A.Z.: Selecting forwarding neighbors in wireless ad hoc networks. Mobile Netw. Appl. 9(2), 101–111 (2004)
Carmi, P., Katz, M.J., Lev-Tov, N.: Covering Points by Unit Disks of Fixed Location, pp. 644–655. Springer, Berlin (2007)
Carr, R.D., Doddi, S., Konjevod, G., Marathe, M.: On the Red-blue Set Cover Problem. In: Proceedings of the Eleventh Annual ACM-SIAM Symposium on Discrete Algorithms, SODA ’00, pp. 345–353. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (2000)
Chan, T.M., Hu, N.: Geometric Red Blue Set Cover for Unit Squares and Related Problems. Comput. Geom. 48(5), 380–385 (2015)
Claude, F., Dorrigiv, R., Durocher, S., Fraser, R., López-Ortiz, A., Salinger, A.: Practical Discrete Unit Disk Cover Using an Exact Line-Separable Algorithm, pp. 45–54. Springer, Berlin (2009)
Das, G.K., Fraser, R., Lòpez-Ortiz, A., Nickerson, B.G.: On the Discrete Unit Disk Cover Problem, pp. 146–157. Springer, Berlin (2011)
Erlebach, T., van Leeuwen, E.J.: PTAS for Weighted Set Cover on Unit Squares. APPROX/RANDOM’10, pp. 166–177. Springer, Berlin (2010)
Fowler, R.J., Paterson, M.S., Tanimoto, S.L.: Optimal Packing and Covering in the Plane are NP-Complete. Inf. Process. Lett. 12(3), 133–137 (1981)
Fraser, R., Lòpez-Ortiz, A.: The Within-Strip Discrete Unit Disk Cover Problem. Theor. Comput. Sci. 674, 99–115 (2017)
Li, J., Jin, Y.: A PTAS for the Weighted Unit Disk Cover Problem, pp. 898–909. Springer, Berlin (2015)
Madireddy, R.R., Mudgal, A.: A constant-factor approximation algorithm for red-blue set cover with unit disks. In: 18th International Workshop on Approximation and Online Algorithms WAOA 2020, Lecture Notes in Computer Science, vol. 12806, pp. 204–219. Springer (2020)
Mustafa, N.H., Ray, S.: Improved Results on Geometric Hitting Set Problems. Discrete Comput. Geom. 44(4), 883–895 (2010)
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A preliminary version of this paper appeared in the 18th International Workshop on Approximation and Online Algorithms WAOA 2020 [13].
Raghunath Reddy Madireddy: This research was done while the author was a graduate student at Indian Institute of Technology Ropar, Rupnagar, Punjab, India.
Apurva Mudgal: Partially supported by grant No. SB/FTP/ETA-434/2012 under DST-SERB Fast Track Scheme for Young Scientist, India.
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Madireddy, R.R., Mudgal, A. A Constant–Factor Approximation Algorithm for Red–Blue Set Cover with Unit Disks. Algorithmica 85, 100–132 (2023). https://doi.org/10.1007/s00453-022-01012-z
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DOI: https://doi.org/10.1007/s00453-022-01012-z