Abstract

Let PP be a set of nn points in an axis-parallel rectangle BB in the plane. We present an O(nα(n)log⁡4n)O(nα(n)\log^4 n)-time algorithm to preprocess PP into a data structure of size O(nα(n)log⁡3n)O(nα(n)\log^3 n), such that, given a query point qq, we can find, in O(log⁡4n)O(\log^4 n) time, the largest-area axis-parallel rectangle that is contained in BB, contains qq, and its interior contains no point of PP. This is a significant improvement over the previous solution of Augustine {\em et al.} \cite{qmex}, which uses slightly superquadratic preprocessing and storage.

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