On Clustering to Minimize the Sum of Radii

  • Authors:
  • Matt Gibson;Gaurav Kanade;Erik Krohn;Imran A. Pirwani;Kasturi Varadarajan

  • Affiliations:
  • matthew-gibson@uiowa.edu;gaurav.kanade@gmail.com and kasturi-varadarajan@uiowa.edu;krohne@uwosh.edu;imran.pirwani@gmail.com;-

  • Venue:
  • SIAM Journal on Computing
  • Year:
  • 2012

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Abstract

Let $P$ be a set of $n$ points in the plane. Consider the problem of finding $k$ disks, each centered at a point in $P$, whose union covers $P$ with the objective of minimizing the sum of the radii of the disks. We present an exact algorithm for this well-studied problem with polynomial running time, under the assumption that two candidate solutions can be compared efficiently. The algorithm generalizes in a straightforward manner to any fixed dimension and to some other related problems.