Approximating center points with iterated radon points

  • Authors:
  • K. L. Clarkson;David Eppstein;Gary L. Miller;Carl Sturtivant;Shang-Hua Teng

  • Affiliations:
  • -;-;-;-;-

  • Venue:
  • SCG '93 Proceedings of the ninth annual symposium on Computational geometry
  • Year:
  • 1993

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Abstract

We describe a practical and provably good algorithm forapproximating center points in any number of dimensions. Herec is a center point of a point setP in Rd if every closed halfspace containingc contains at least P/d+1 points of P. Ouralgorithm has a small constant factor and is the first approximatecenter point algorithm whose complexity is subexponential ind. Moreover, it can be optimallyparallelized to require Olog2dloglogn time. Our algorithm has been used in meshpartitioning methods, and has the potential to improve results inpractice for constructing weak &egr;-nets and other geometricalgorithms. We derive a variant of our algorithm with a time bound fullypolynomial in d, and show how tocombine our approach with previous techniques to compute high qualitycenter points more quickly.