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We study online routing algorithms on the $\Theta$6-graph and the half-$\Theta$6-graph (which is equivalent to a variant of the Delaunay triangulation). Given a source vertex s and a target vertex t in the $\Theta$6-graph (resp.…

Computational Geometry · Computer Science 2019-12-02 Prosenjit Bose , Jean-Lou de Carufel , Olivier Devillers

Consider a weighted graph G where vertices are points in the plane and edges are line segments. The weight of each edge is the Euclidean distance between its two endpoints. A routing algorithm on G has a competitive ratio of c if the length…

Computational Geometry · Computer Science 2015-01-09 Nicolas Bonichon , Prosenjit Bose , Jean-Lou De Carufel , Ljubomir Perković , André Van Renssen

A Delaunay graph built on a planar point set has an edge between two vertices when there exists a disk with the two vertices on its boundary and no vertices in its interior. When the disk is replaced with an equilateral triangle, the…

Computational Geometry · Computer Science 2025-06-17 Prosenjit Bose , Jean-Lou De Carufel , John Stuart

Let $P$ be a set of $n$ vertices in the plane and $S$ a set of non-crossing line segments between vertices in $P$, called constraints. Two vertices are visible if the straight line segment connecting them does not properly intersect any…

Computational Geometry · Computer Science 2017-05-16 Prosenjit Bose , Rolf Fagerberg , André van Renssen , Sander Verdonschot

Online routing in a planar embedded graph is central to a number of fields and has been studied extensively in the literature. For most planar graphs no $O(1)$-competitive online routing algorithm exists. A notable exception is the Delaunay…

Computational Geometry · Computer Science 2022-01-11 Vikrant Ashvinkumar , Joachim Gudmundsson , Christos Levcopoulos , Bengt J. Nilsson , André van Renssen

Given a finite set $P\subset\mathbb{R}^2$, the directed Theta-6 graph, denoted $\vec{\Theta}_6(P)$, is a well-studied geometric graph due to its close relationship with the Delaunay triangulation. The $\vec{\Theta}_6(P)$-graph is defined as…

Computational Geometry · Computer Science 2026-03-11 Prosenjit Bose , Jean-Lou De Carufel , Darryl Hill , John Stuart

We present a routing algorithm for the directed $\Theta_4$-graph, here denoted as the $\overrightarrow{\Theta_4}}$-graph, that computes a path between any two vertices $s$ and $t$ having length at most $17$ times the Euclidean distance…

Computational Geometry · Computer Science 2021-07-13 Prosenjit Bose , Jean-Lou De Carufel , Darryl Hill , Michiel Smid

We present a new and simple randomized algorithm for constructing the Delaunay triangulation using nearest neighbor graphs for point location. Under suitable assumptions, it runs in linear expected time for points in the plane with…

Computational Geometry · Computer Science 2009-12-13 Kevin Buchin

Finding the exact spanning ratio of a Delaunay graph has been one of the longstanding open problems in Computational Geometry. Currently there are only four convex shapes for which the exact spanning ratio of their Delaunay graph is known:…

Computational Geometry · Computer Science 2024-03-01 Prosenjit Bose , Jean-Lou De Carufel , Sandrine Njoo

In this article, we present a construction of a spanner on a set of $n$ points in $\mathbf{R}^d$ that we call a heavy path WSPD spanner. The construction is parameterized by a constant $s > 2$ called the separation ratio. The size of the…

Computational Geometry · Computer Science 2023-12-27 Prosenjit Bose , Tyler Tuttle

A geometric graph in the plane is angle-monotone of width $\gamma$ if every pair of vertices is connected by an angle-monotone path of width $\gamma$, a path such that the angles of any two edges in the path differ by at most $\gamma$.…

Computational Geometry · Computer Science 2018-01-22 Anna Lubiw , Debajyoti Mondal

In this paper we study local routing strategies on geometric graphs. Such strategies use geometric properties of the graph like the coordinates of the current and target nodes to route. Specifically, we study routing strategies in the…

Computational Geometry · Computer Science 2021-02-10 Prosenjit Bose , Matias Korman , André van Renssen , Sander Verdonschot

This work studies path planning in two-dimensional space, in the presence of polygonal obstacles. We specifically address the problem of building a roadmap graph, that is, an abstract representation of all the paths that can potentially be…

Computational Geometry · Computer Science 2016-06-08 Stéphane Lens , Bernard Boigelot

Let $V$ be a finite set of points in the plane. We present a 2-local algorithm that constructs a plane $\frac{4 \pi \sqrt{3}}{9}$-spanner of the unit-disk graph $\UDG(V)$. This algorithm makes only one round of communication and each point…

Computational Geometry · Computer Science 2008-09-18 Prosenjit Bose , Paz Carmi , Michiel Smid , Daming Xu

We consider the problem of routing on a network in the presence of line segment constraints (i.e., obstacles that edges in our network are not allowed to cross). Let $P$ be a set of $n$ points in the plane and let $S$ be a set of…

Computational Geometry · Computer Science 2019-01-03 Prosenjit Bose , Matias Korman , André van Renssen , Sander Verdonschot

Today's networks consist of many autonomous entities that follow their own objectives, i.e., smart devices or parts of large AI systems, that are interconnected. Given the size and complexity of most communication networks, each entity…

Computer Science and Game Theory · Computer Science 2026-02-02 Pascal Lenzner , Paraskevi Machaira

In this paper, we propose a deterministic algorithm that approximates the optimal path cover on weighted undirected graphs. Based on the 1/2-Approximation Path Cover Algorithm by Moran et al., we add a procedure to remove the redundant…

Numerical Analysis · Mathematics 2021-01-25 Junyuan Lin , Guangpeng Ren

Geographic routing is an appealing routing strategy that uses the location information of the nodes to route the data. This technique uses only local information of the communication graph topology and does not require computational effort…

Networking and Internet Architecture · Computer Science 2016-10-31 Pierre Leone , Kasun Samarasinghe

Let $S$ be a finite set of points in the Euclidean plane. Let $D$ be a Delaunay triangulation of $S$. The {\em stretch factor} (also known as {\em dilation} or {\em spanning ratio}) of $D$ is the maximum ratio, among all points $p$ and $q$…

Computational Geometry · Computer Science 2013-08-30 Ge Xia

Planar graph navigation is an important problem with significant implications to both point location in geometric data structures and routing in networks. However, whilst a number of algorithms and existence proofs have been proposed, very…

Probability · Mathematics 2014-02-26 Nicolas Broutin , Olivier Devillers , Ross Hemsley
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