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Divide-and-conquer in multidimensional space
Author(s) -
Jon Bentley,
Michael Ian Shamos
Publication year - 1976
Publication title -
citeseer x (the pennsylvania state university)
Language(s) - English
Resource type - Conference proceedings
DOI - 10.1145/800113.803652
Subject(s) - divide and conquer algorithms , dimension (graph theory) , space (punctuation) , computational geometry , mathematics , two dimensional space , computer science , combinatorics , algorithm , discrete mathematics , geometry , operating system
We investigate a divide-and-conquer technique in multidimensional space which decomposes a geometric problem on N points in k dimensions into two problems on N/2 points in k dimensions plus a single problem on N points in k−1 dimension. Special structure of the subproblems is exploited to obtain an algorithm for finding the two closest of N points in 0(N log N) time in any dimension. Related results are discussed, along with some conjectures and unsolved geometric problems.

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