Eccentricity terrain of δ-hyperbolic graphs
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摘要
A graph G=(V,E) is δ-hyperbolic if for any four vertices u,v,w,x, the two larger of the three distance sums d(u,v)+d(w,x), d(u,w)+d(v,x), d(u,x)+d(v,w) differ by at most 2δ≥0. This paper describes the eccentricity terrain of a δ-hyperbolic graph. The eccentricity function eG(v)=max{d(v,u):u∈V} partitions vertices of G into eccentricity layers Ck(G)={v∈V:eG(v)=rad(G)+k}, k∈N, where rad(G)=min{eG(v):v∈V} is the radius of G. The paper studies the eccentricity layers of vertices along shortest paths, identifying such terrain features as hills, plains, valleys, terraces, and plateaus. It introduces the notion of β-pseudoconvexity, which implies Gromov's ϵ-quasiconvexity, and illustrates the abundance of pseudoconvex sets in δ-hyperbolic graphs. It shows that all sets C≤k(G)={v∈V:eG(v)≤rad(G)+k}, k∈N, are (2δ−1)-pseudoconvex. Several bounds on the eccentricity of a vertex are obtained which yield a few approaches to efficiently approximating all eccentricities.
论文关键词:Gromov hyperbolicity,Eccentricity terrain,Radius,Diameter,Convexity,Approximation algorithm,Complex network analysis
论文评审过程:Received 20 September 2019, Revised 30 January 2020, Accepted 26 March 2020, Available online 30 March 2020, Version of Record 7 May 2020.
论文官网地址:https://doi.org/10.1016/j.jcss.2020.03.004