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arXiv · 2308.07020

Online Class Cover Problem

Minati De·Anil Maheshwari·Ratnadip Mandal
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Abstract

In this paper, we study the online class cover problem where a (finite or infinite) family $\cal F$ of geometric objects and a set ${\cal P}_r$ of red points in $\mathbb{R}^d$ are given a prior, and blue points from $\mathbb{R}^d$ arrives one after another. Upon the arrival of a blue point, the online algorithm must make an irreversible decision to cover it with objects from $\cal F$ that do not cover any points of ${\cal P}_r$. The objective of the problem is to place a minimum number of objects. When $\cal F$ consists of axis-parallel unit squares in $\mathbb{R}^2$, we prove that the competitive ratio of any deterministic online algorithm is $\Omega(\log |{\cal P}_r|)$, and also propose an $O(\log |{\cal P}_r|)$-competitive deterministic algorithm for the problem.

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Minati De, Anil Maheshwari, Ratnadip Mandal. 2023-08-14. Online Class Cover Problem. https://doi.org/10.1016/j.comgeo.2024.102120

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