ComputingComputer ScienceMathematicsAlgorithmsData StructuresGeometryGeometric ApproximationGeometric Data StructuresGeometry ProcessingNearest Neighbor SearchSearching AlgorithmsGeometric Search StructuresIntersection QueriesPolygon GeometryPolygon TheoryPolygon-based Data StructuresWorst-case BoundsWorst-case Complexity
Given a set of N points on the plane and an arbitrary polygon, we consider how to efficiently find the subset of these points lying inside this polygon. A data structure will be displayed that occupies $O(N)$ space and enables polygon retrieval to be performed in $O(N^{\log _6 4} )$ worst-case execution time. This is the best currently known worst-case complexity.
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Multidimensional binary search trees used for associative searching
Jon Bentley · Communications of the ACM · 1975 · 7.5K citations · Full text
Multidimensional divide-and-conquer
Jon Bentley · Communications of the ACM · 1980 · 676 citations · Full text
Multidimensional Searching Problems
David Dobkin, Richard J. Lipton · SIAM Journal on Computing · 1976 · 251 citations