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Kinetic sorting and kinetic convex hulls

机译:动力学分类和动力学凸壳

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Let S be a set of n points moving on the real line. The kinetic sorting problem is to maintain a data structure on the set S that makes it possible to quickly generate a sorted list of the points in S, at any given time. We prove tight lower bounds for this problem, which show the following: with a subquadratic maintenance cost one cannot obtain any significant speed-up on the time needed to generate the sorted list (compared to the trivial O(n log n) time), even for linear motions.We also describe a kinetic data structure for so-called gift-wrapping queries on a set S of n moving points in the plane: given a point q and a line l through q such that all points from S lie on the same side of l, report which point pi ∈ S is hit first when l is rotated around q. Our KDS allows a trade-off between the query time and the maintenance cost: for any Q with 1 ≤ Q ≤ n, we can achieve O(Q log n) query time with a KDS that processes O(n2+ε/Q1+1/δ) events, where δ is the maximum degree of the polynomials describing the motions of the points. This allows us to reconstruct the convex hull quickly when the number of points on the convex hull is small. The structure also allows us to answer extreme-point queries (given a query direction ?d, what is the point from S that is extreme in direction ?d?) and convex-hull containment queries (given a query point q, is q inside the current convex hull?).
机译:让S成为在实线移动的一组n积分。动力学分类问题是在集合S上维持数据结构,其使得可以在任何给定时间快速生成S中的点的分类列表。我们证明这个问题的紧张下限,这表明了以下内容:具有子标准维护成本,一个不能在生成排序列表所需的时间内获得任何显着加速(与琐碎的O(n log n)时间),即使是线性运动。我们还描述了在平面中的n个移动点的集合S上的所谓礼品包装查询的动力学数据结构:给定点q和一行通过q,使得来自s的所有点L的同一侧,报告首先在Q旋转时首先击中哪一点P I ∈s。我们的KDS允许在查询时间和维护成本之间进行折衷:对于1≤q≤N的任何Q,我们可以通过处理O的KDS实现O(Q log n)查询时间(n 2+ ε/ q 1 + 1 /Δ )事件,其中δ是描述点的运动的多项式的最大程度。这允许我们在凸船上的点数小时快速重建凸壳。该结构还允许我们回答极端点查询(给定查询方向?D,方向极端的点是什么,凸船容错查询(给定查询点q,是q内部目前的凸船?)。

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