Sep 2026· Journal of Open Source Software· 0 citations· 13 references
Computational Geometry and Mesh Generation
TL;DR
Graphs are used to model a very wide array of real-world problems in which there are objects and relationships between the objects, and graphs are used to help with reasoning tasks, such as about the relationship pathways between persons of interest in law enforcement or between genes, tissues, diseases, and medications in bioinformatics research.
Abstract
A graph is a mathematical structure comprising a set 𝑉 of vertices and a set 𝐸 of edges, with each edge 𝑒 corresponding to a pair of vertices called the endpoints of 𝑒 . A graph is planar if its vertices can be placed in distinct locations on a plane surface and its edges can be drawn on the plane without the edges intersecting, except at their common vertex endpoints. For a planar graph, a planarity algorithm typically outputs a combinatorial data structure that validation code can use to certify the planarity of the input graph. A planar graph drawing is typically produced by a separate algorithm. On the other hand, if an input graph is not planar, then a planarity algorithm typically outputs a minimal subgraph of the input graph that obstructs planarity. Validation code can use a minimal planarity-obstructing subgraph to certify the non-planarity of an input graph. Moreover, a minimal subgraph obstructing planarity can be used to help decide how to amend an input graph to planarize it. Graphs are used to model a very wide array of real-world problems in which there are objects and relationships between the objects. In artificial intelligence, graphs are used to help with reasoning tasks, such as about the relationship pathways between persons of interest in law enforcement or between genes, tissues, diseases, and medications in bioinformatics research. In physics, graphs and planarity are used to help compute material phase transitions, particle interactions, and electromagnetic duality. Similarly, in chemistry, graphs may be used to represent atoms and their valence bonds in molecules. Planarity testing can help determine feasible molecular arrangements because the molecular graphs for
A graph is 1-planar if it has a drawing in which every edge is crossed at most once. We show that the smallest cubic non-1-planar graphs have $30$ vertices. Two such graphs are the Tutte-Coxeter graph of girth eight and a graph of girth seven that we call the Byte graph. Every subcubic graph with fewer than $30$ vertic...
An edge card of a graph is obtained by deleting one edge, and a class edge-reconstruction number asks for the fewest carefully selected cards that identify the graph when its class is known. We determine the sharp universal bound for maximal planar graphs. Two selected cards always suffice, and the octahedral graph sho...
The restricted edge-connectivity of a graph is the minimum size of an edge-cut whose removal leaves every component with at least two vertices. In 2024, Zhang et al. showed that the restricted edge-connectivity of any optimal $1$-planar graph belongs to $\{8,10,12\}$. In this paper, we exclude $8$ as a possible value,...
Licheng Zhang, Z. Ouyang, Yuan-Qiu Huang et al.· 0 citations
A graph is 2-planar if it can be drawn in the plane such that each edge is crossed by at most two other edges. It is known that for a 2-planar graph $G$, $|E(G)| \le 5|V(G)| - 10$. When the equality holds, we call $G$ an optimal 2-planar graph. This paper investigates the matching extendability of optimal 2-planar grap...
A queue layout of a graph consists of a linear order of the vertices and a partition of the edges into queues so that no two edges in a single queue are nested. The minimum number of queues needed in a queue layout of a graph is called its queue number. The planar product structure theorem states that every planar grap...
This work compares ball-and weighted graphs and gives a complete comparison in the one-dimensional case, and shows that the minimal dimension for ball graphs can at most be one larger than the minimal dimension for weighted graphs (weighted dimension), but also that the weighted dimension can exceed the ball dimension...
Unknown authors· 0 citations
Related blog posts
Microsoft Research Blog· microsoft.comOct 12, 2026
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
MIT News · Artificial Intelligence· news.mit.eduOct 6, 2026
Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.
MIT News · Artificial Intelligence· news.mit.eduOct 2, 2026
Writing as a participant and researcher, PhD student JS Tan SM ’22 has co-authored a new book about the rise of tech worker protests and the employer backlash that followed.
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.