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Sequential and parallel algorithms for the k closest pairs problem

Lenhof, Hans-Peter and Smid, Michiel

MPI-I-92-134. August 1992, 18 pages. | Status: available - back from printing | Next --> Entry | Previous <-- Entry

Abstract in LaTeX format:
Let $S$ be a set of $n$ points in $D$-dimensional space, where
$D$ is a constant,
and let $k$ be an integer between $1$ and $n \choose 2$.
A new and simpler proof is given of Salowe's theorem, i.e.,
a sequential algorithm is given that computes the
$k$ closest pairs
in the set $S$ in $O(n \log n + k)$ time, using $O(n+k)$
space. The algorithm fits
in the algebraic decision tree model and is,
therefore, optimal. Salowe's algorithm seems difficult to
parallelize. A parallel version of our
algorithm is given for the CRCW-PRAM model. This version
runs in $O((\log n)^{2} \log\log n )$
expected parallel time and has an $O(n \log n \log\log n +k)$
time-processor product.
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  AUTHOR = {Lenhof, Hans-Peter and Smid, Michiel},
  TITLE = {Sequential and parallel algorithms for the k closest pairs problem},
  TYPE = {Research Report},
  INSTITUTION = {Max-Planck-Institut f{\"u}r Informatik},
  ADDRESS = {Im Stadtwald, D-66123 Saarbr{\"u}cken, Germany},
  NUMBER = {MPI-I-92-134},
  MONTH = {August},
  YEAR = {1992},
  ISSN = {0946-011X},