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A Random-Line-Graph Approach to Overlapping Line Segments
Type of publication
Peer-reviewed
Publikationsform
Original article (peer-reviewed)
Author
Böttcher Lucas,
Project
Multispecies interacting stochastic systems in biology
Show all
Original article (peer-reviewed)
Journal
Journal of Complex Networks
Volume (Issue)
8(4)
Page(s)
cnaa029
Title of proceedings
Journal of Complex Networks
DOI
10.1093/comnet/cnaa029
Open Access
URL
https://arxiv.org/abs/1911.10679
Type of Open Access
Repository (Green Open Access)
Abstract
We study graphs that are formed by independently positioned needles (i.e. line segments) in the unit square. To mathematically characterize the graph structure, we derive the probability that two line segments intersect and determine related quantities such as the distribution of intersections, given a certain number of line segments $N$. We interpret intersections between line segments as nodes and connections between them as edges in a spatial network that we refer to as random-line graph (RLG). Using methods from the study of random-geometric graphs, we show that the probability of RLGs to be connected undergoes a sharp transition if the number of lines exceeds a threshold $N^*$.
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