Simon Hengeveld ; Tillmann Miltzow - A Practical Algorithm with Performance Guarantees for the Art Gallery Problem

dmtcs:9225 - Discrete Mathematics & Theoretical Computer Science, June 24, 2024, vol. 25:2 -
A Practical Algorithm with Performance Guarantees for the Art Gallery ProblemArticle

Authors: Simon Hengeveld ; Tillmann Miltzow

    Given a closed simple polygon $P$, we say two points $p,q$ see each other if the segment $pq$ is fully contained in $P$. The art gallery problem seeks a minimum size set $G\subset P$ of guards that sees $P$ completely. The only currently correct algorithm to solve the art gallery problem exactly uses algebraic methods and is attributed to Sharir. As the art gallery problem is ER-complete, it seems unlikely to avoid algebraic methods, without additional assumptions. In this paper, we introduce the notion of vision stability. In order to describe vision stability consider an enhanced guard that can see "around the corner" by an angle of $\delta$ or a diminished guard whose vision is by an angle of $\delta$ "blocked" by reflex vertices. A polygon $P$ has vision stability $\delta$ if the optimal number of enhanced guards to guard $P$ is the same as the optimal number of diminished guards to guard $P$. We will argue that most relevant polygons are vision stable. We describe a one-shot vision stable algorithm that computes an optimal guard set for visionstable polygons using polynomial time and solving one integer program. It guarantees to find the optimal solution for every vision stable polygon. We implemented an iterative visionstable algorithm and show its practical performance is slower, but comparable with other state of the art algorithms. Our iterative algorithm is inspired and follows closely the one-shot algorithm. It delays several steps and only computes them when deemed necessary. Given a chord $c$ of a polygon, we denote by $n(c)$ the number of vertices visible from $c$. The chord-width of a polygon is the maximum $n(c)$ over all possible chords $c$. The set of vision stable polygons admits an FPT algorithm when parametrized by the chord-width. Furthermore, the one-shot algorithm runs in FPT time, when parameterized by the number of reflex vertices.

    Volume: vol. 25:2
    Section: Discrete Algorithms
    Published on: June 24, 2024
    Accepted on: August 28, 2023
    Submitted on: March 18, 2022
    Keywords: Computer Science - Computational Geometry,Computer Science - Discrete Mathematics,Computer Science - Data Structures and Algorithms

    Consultation statistics

    This page has been seen 46 times.
    This article's PDF has been downloaded 30 times.