Abstract
We consider the maximum coverage facility location problem in the plane. In this paper, we restrict the facilities to be located on the given line, and propose an \(O(n^2)\) algorithm for this problem by transforming the problem to the maximum weight k-link path problem in a complete directed acyclic graph, and by proving the concave Monge property inherent to the edge weights of the graph by which the substantial improvement of the running time compared with the straightforward implementation is attained.
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References
Farahani, R.Z., Asgari, N., Heidari, N., Hosseininia, M., Goh, M.: Covering problems in facility location: a review. Comput. Ind. Eng. 62(1), 368–407 (2012)
de Berg, M., Cabello, S., Har-Peled, S.: Covering many or few points with unit disks. Theory Comput. Syst. 45, 446–469 (2009)
Megiddo, N., Zemel, E., Hakimi, S.L.: The maximum coverage location problem. SIAM J. Discrete Math. 4(2), 253–261 (1983)
Maegawa, H., Katoh, N., et al.: Proposal for disaster prevention management methods of roadside slopes using IoT sensor devices (in Japanese). J. Soc. Saf. Sci. 41, 197–207 (2022)
Wang, H., Zhang, J.: Line-constrained \(k\)-median, \(k\)-means, and \(k\)-center problems in the plane. Int. J. Comput. Geom. Appl. 26(03n04), 185–210 (2016)
Higashikawa, Y., Golin, M.J., Katoh, K.: Multiple sink location problems in dynamic path networks. Theoret. Comput. Sci. 607(1), 2–15 (2015)
Schieber, B.: Computing a minimum weight \(k\)-link path in graphs with the concave Monge property. J. Algorithms 29(2), 204–222 (1998)
Aggarwal, A., Schieber, B., Tokuyama, T.: Finding a minimum-weight \(k\)-link path graphs with the concave Monge property and applications. Discrete Comput. Geom. 12, 263–280 (1994)
Aggarwal, A., Klawe, M., Moran, S., Shor, P., Wilber, R.: Geometric applications of a matrix-searching algorithm. Algorithmica 2, 195–208 (1987)
Acknowledgments
This work was supported by JSPS KAKENHI Grant Numbers 19H04068, 23H03349. The research conducted in this paper was motivated by our collaborative research with XYMAX Corporation and XYMAX REAL ESTATE INSTITUTE Corporation [4]. We also gratefully acknowledge the financial support from these two companies.
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Maegawa, H., Katoh, N., Tokuni, Y., Higashikawa, Y. (2024). The Line-Constrained Maximum Coverage Facility Location Problem. In: Wu, W., Guo, J. (eds) Combinatorial Optimization and Applications. COCOA 2023. Lecture Notes in Computer Science, vol 14461. Springer, Cham. https://doi.org/10.1007/978-3-031-49611-0_29
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DOI: https://doi.org/10.1007/978-3-031-49611-0_29
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