Ghasemalizadeh, Hossein and Razzazi, Mohammadreza - Output sensitive algorithms for covering many points

dmtcs:2102 - Discrete Mathematics & Theoretical Computer Science, April 27, 2015, Vol. 17 no. 1 (in progress)
Output sensitive algorithms for covering many points

Authors: Ghasemalizadeh, Hossein and Razzazi, Mohammadreza

In this paper we devise some output sensitive algorithms for a problem where a set of points and a positive integer, m, are given and the goal is to cover a maximal number of these points with m disks. We introduce a parameter, ρ, as the maximum number of points that one disk can cover and we analyse the algorithms based on this parameter. At first, we solve the problem for m=1 in O(nρ) time, which improves the previous O(n2) time algorithm for this problem. Then we solve the problem for m=2 in O(nρ + 3 log ρ) time, which improves the previous O(n3 log n) algorithm for this problem. Our algorithms outperform the previous algorithms because ρ is much smaller than n in many cases. Finally, we extend the algorithm for any value of m and solve the problem in O(mnρ + (mρ)2m - 1 log mρ) time. The previous algorithm for this problem runs in O(n2m - 1 log n) time and our algorithm usually runs faster than the previous algorithm because mρ is smaller than n in many cases. We obtain output sensitive algorithms by confining the areas that we should search for the result. The techniques used in this paper may be applicable in other covering problems to obtain faster algorithms.


Source : oai:HAL:hal-01196845v1
Volume: Vol. 17 no. 1 (in progress)
Section: Discrete Algorithms
Published on: April 27, 2015
Submitted on: November 10, 2012
Keywords: covering with disks,output sensitive algorithm,computational geometry,[INFO.INFO-DM] Computer Science [cs]/Discrete Mathematics [cs.DM],[INFO.INFO-HC] Computer Science [cs]/Human-Computer Interaction [cs.HC]


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