New lower bound and algorithms for online geometric hitting set problem

M De, R Mandal, S Singh - arXiv preprint arXiv:2409.11166, 2024 - arxiv.org
The hitting set problem is one of the fundamental problems in combinatorial optimization
and is well-studied in offline setup. We consider the online hitting set problem, where only …

Revisiting Online Algorithms: A Survey of Set Cover Solutions beyond Competitive Analysis

C Markarian, C Fachkha, N Yassine - IEEE Access, 2024 - ieeexplore.ieee.org
Online algorithms are crucial for real-time decision-making and adaptability across diverse
fields, such as operations research, computer science, and combinatorics. These algorithms …

Minimum-membership geometric set cover, revisited

S Bandyapadhyay, W Lochet, S Saurabh… - arXiv preprint arXiv …, 2023 - arxiv.org
We revisit a natural variant of geometric set cover, called minimum-membership geometric
set cover (MMGSC). In this problem, the input consists of a set $ S $ of points and a set …

Fast Approximation Algorithms for Piercing Boxes by Points

PK Agarwal, S Har-Peled, R Raychaudhury… - Proceedings of the 2024 …, 2024 - SIAM
Abstract Let B=(b1,…, bn} be a set of n axis-aligned boxes in ℝ d where d≥ 2 is a constant.
The piercing problem is to compute a smallest set of points N∪ ℝ d that hits every box in B …

Online geometric covering and piercing

M De, S Jain, SV Kallepalli, S Singh - Algorithmica, 2024 - Springer
We consider the online version of the piercing set problem, where geometric objects arrive
one by one, and the online algorithm must maintain a valid piercing set for the already …

Random-Order Online Independent Set of Intervals and Hyperrectangles

M Garg, D Kar, A Khan - 32nd Annual European Symposium on …, 2024 - drops.dagstuhl.de
Abstract In the Maximum Independent Set of Hyperrectangles problem, we are given a set of
n (possibly overlapping) d-dimensional axis-aligned hyperrectangles, and the goal is to find …

Random-Order Online Interval Scheduling and Geometric Generalizations

M Garg, D Kar, A Khan - arXiv preprint arXiv:2402.14201, 2024 - arxiv.org
In the Maximum Independent Set of Hyperrectangles problem, we are given a set of $ n
$(possibly overlapping) $ d $-dimensional axis-aligned hyperrectangles, and the goal is to …

Online Epsilon Net and Piercing Set for Geometric Concepts

S Bhore, D Dey, S Singh - arXiv preprint arXiv:2410.07059, 2024 - arxiv.org
VC-dimension and $\varepsilon $-nets are key concepts in Statistical Learning Theory.
Intuitively, VC-dimension is a measure of the size of a class of sets. The famous $\varepsilon …

On Approximation Schemes for Stabbing Rectilinear Polygons

A Khan, A Subramanian, T Widmann… - arXiv preprint arXiv …, 2024 - arxiv.org
We study the problem of stabbing rectilinear polygons, where we are given $ n $ rectilinear
polygons in the plane that we want to stab, ie, we want to select horizontal line segments …

A PTAS for the horizontal rectangle stabbing problem

A Khan, A Subramanian, A Wiese - Mathematical Programming, 2024 - Springer
We study rectangle stabbing problems in which we are given n axis-aligned rectangles in
the plane that we want to stab, that is, we want to select line segments such that for each …