Maintaining the Union of Unit Discs under Insertions with Near-Optimal Overhead

Pankaj K. Agarwal, Ravid Cohen, Dan Halperin, Wolfgang Mulzer

Research output: Contribution to journalArticlepeer-review

Abstract

We present efficient dynamic data structures for maintaining the union of unit discs and the lower envelope of pseudo-lines in the plane. More precisely, we present three main results in this paper: (i)We present a linear-size data structure to maintain the union of a set of unit discs under insertions. It can insert a disc and update the union in O((k+1)log2 n) time, where n is the current number of unit discs and k is the combinatorial complexity of the structural change in the union due to the insertion of the new disc. It can also compute, within the same time bound, the area of the union after the insertion of each disc.(ii)We propose a linear-size data structure for maintaining the lower envelope of a set of x-monotone pseudo-lines. It can handle insertion/deletion of a pseudo-line in O(log2n) time; for a query point x0g.,R2, it can report, in O(log n) time, the point on the lower envelope with x-coordinate x0; and for a query point qg.,R2, it can return all k pseudo-lines lying below q in time O(log n+klog2 n).(iii)We present a linear-size data structure for storing a set of circular arcs of unit radius (not necessarily on the boundary of the union of the corresponding discs), so that for a query unit disc D, all input arcs intersecting D can be reported in O(n1/2+I + k) time, where k is the output size and I> 0 is an arbitrarily small constant. A unit-circle arc can be inserted or deleted in O(log2 n) time.

Original languageEnglish
Article number26
JournalACM Transactions on Algorithms
Volume18
Issue number3
DOIs
StatePublished - 11 Oct 2022

Funding

FundersFunder number
United States-Israel Binational Science Foundation
Yandex Machine Learning Initiative for Machine Learning
Tel Aviv University
Blavatnik Computer Science Research Fund
Israel Science Foundation1736/19
Horizon 2020 Framework Programme757609
Ministry of Science and Technology, Israel103129
Engineering Research Centers1367/2016, STG 757609
Army Research Office2012/229, W911NF-15-1-0408
National Science FoundationCCF-15-46392, CCF-15-13816, IIS-14-08846
US-Israel-BSF2019754

    Keywords

    • Lower envelopes
    • dynamic data structures
    • intersection searching
    • pseudo-lines
    • tentative binary search
    • unit discs

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