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We present improved upper bounds on the spanning ratio of constrained $\theta$-graphs with at least 6 cones and constrained Yao-graphs with 5 or at least 7 cones. Given a set of points in the plane, a Yao-graph partitions the plane around…

Computational Geometry · Computer Science 2019-04-08 Prosenjit Bose , André van Renssen

For a set of points in the plane and a fixed integer $k > 0$, the Yao graph $Y_k$ partitions the space around each point into $k$ equiangular cones of angle $\theta=2\pi/k$, and connects each point to a nearest neighbor in each cone. It is…

We prove that Y_6 is a spanner. Y_6 is the Yao graph on a set of planar points, which has an edge from each point x to a closest point y within each of the six angular cones of 60 deg surrounding x.

Computational Geometry · Computer Science 2010-06-02 Joseph O'Rourke

In this paper we prove that $Y_5$, the Yao graph with five cones, is a spanner with stretch factor $\rho = 2+\sqrt{3} \approx 3.74$. Since $Y_5$ is the only Yao graph whose status of being a spanner or not was open, this completes the…

Computational Geometry · Computer Science 2013-08-08 Wah Loon Keng , Ge Xia

We show that, unlike the Yao-Yao graph $YY_6$, the Theta-Theta graph $\Theta\Theta_6$ defined by six cones is a spanner for sets of points in convex position. We also show that, for sets of points in non-convex position, the spanning ratio…

Computational Geometry · Computer Science 2018-08-15 Mirela Damian , John Iacono , Andrew Winslow

We study the spanning properties of Theta-Theta graphs. Similar in spirit with the Yao-Yao graphs, Theta-Theta graphs partition the space around each vertex into a set of k cones, for some fixed integer k > 1, and select at most one edge…

Computational Geometry · Computer Science 2014-07-30 Mirela Damian , Dumitru V. Voicu

It is an open problem whether Yao-Yao graphs $\mathsf{YY}_k$ (also known as sparse-Yao graphs) are all spanners when the integer parameter $k$ is large enough. In this paper we show that, for any integer $k\geq 42$, the Yao-Yao graph…

Data Structures and Algorithms · Computer Science 2016-06-23 Jian Li , Wei Zhan

It is a long standing open problem whether Yao-Yao graphs $\mathsf{YY}_{k}$ are all spanners [li2002sparse]. Bauer and Damian [bauer2013infinite] showed that all $\mathsf{YY}_{6k}$ for $k \geq 6$ are spanners. Li and Zhan [li2016almost]…

Computational Geometry · Computer Science 2018-08-14 Yifei Jin , Jian Li , Wei Zhan

We show that the Yao graph Y4 in the L2 metric is a spanner with stretch factor 8(29+23sqrt(2)). Enroute to this, we also show that the Yao graph Y4 in the Linf metric is a planar spanner with stretch factor 8.

Computational Geometry · Computer Science 2012-11-15 Prosenjit Bose , Mirela Damian , Karim Douieb , Joseph O'Rourke , Ben Seamone , Michiel Smid , Stefanie Wuhrer

We look at generalized Delaunay graphs in the constrained setting by introducing line segments which the edges of the graph are not allowed to cross. Given an arbitrary convex shape $C$, a constrained Delaunay graph is constructed by adding…

Computational Geometry · Computer Science 2018-07-03 Prosenjit Bose , Jean-Lou De Carufel , André van Renssen

We show that, for any integer k > 5, the Sparse-Yao graph YY_{6k} (also known as Yao-Yao) is a spanner with stretch factor 11.67. The stretch factor drops down to 4.75 for k > 7.

Computational Geometry · Computer Science 2012-06-19 Matthew Bauer , Mirela Damian

Yao graphs are geometric spanners that connect each point of a given point set to its nearest neighbor in each of $k$ cones drawn around it. Yao graphs were introduced to construct minimum spanning trees in $d$ dimensional spaces. Moreover,…

Computational Geometry · Computer Science 2023-03-15 Daniel Funke , Peter Sanders

Given a set of points in the plane, we show that the $\theta$-graph with 5 cones is a geometric spanner with spanning ratio at most $\sqrt{50 + 22 \sqrt{5}} \approx 9.960$. This is the first constant upper bound on the spanning ratio of…

Computational Geometry · Computer Science 2015-09-09 Prosenjit Bose , Pat Morin , André van Renssen , Sander Verdonschot

We study the problem of computing geometric spanners for (additively) weighted point sets. A weighted point set is a set of pairs $(p,r)$ where $p$ is a point in the plane and $r$ is a real number. The distance between two points…

Computational Geometry · Computer Science 2008-01-28 Prosenjit Bose , Paz Carmi , Mathieu Couture

We present sweeping line graphs, a generalization of $\Theta$-graphs. We show that these graphs are spanners of the complete graph, as well as of the visibility graph when line segment constraints or polygonal obstacles are considered. Our…

Computational Geometry · Computer Science 2024-01-09 Keenan Lee , André van Renssen

The Yao graph for k=4, Y4, is naturally partitioned into four subgraphs, one per quadrant. We show that the subgraphs for one quadrant differ from the subgraphs for two adjacent quadrants in three properties: planarity, connectedness, and…

Computational Geometry · Computer Science 2009-05-15 Joseph O'Rourke

It is a standing open question to decide whether the Yao-Yao structure for unit disk graphs (UDGs) is a length spanner of not. This question is highly relevant to the topology control problem for wireless ad hoc networks. In this paper we…

Computational Geometry · Computer Science 2008-04-04 Mirela Damian

We present tight bounds on the spanning ratio of a large family of ordered $\theta$-graphs. A $\theta$-graph partitions the plane around each vertex into $m$ disjoint cones, each having aperture $\theta = 2 \pi/m$. An ordered $\theta$-graph…

Computational Geometry · Computer Science 2016-02-02 Prosenjit Bose , Pat Morin , André van Renssen

We present improved upper and lower bounds on the spanning ratio of $\theta$-graphs with at least six cones. Given a set of points in the plane, a $\theta$-graph partitions the plane around each vertex into $m$ disjoint cones, each having…

Computational Geometry · Computer Science 2014-04-25 Prosenjit Bose , Jean-Lou De Carufel , Pat Morin , André van Renssen , Sander Verdonschot

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
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