Abstract

Every graph $G$ can be represented by a collection of equi-radii spheres in a $d$-dimensional metric $\Delta$ such that there is an edge $uv$ in $G$ if and only if the spheres corresponding to $u$ and $v$ intersect. The smallest integer $d$ such that $G$ can be represented by a collection of spheres (all of the same radius) in $\Delta$ is called the sphericity of $G$, and if the collection of spheres are nonoverlapping, then the value $d$ is called the contact-dimension of $G$. In this paper, we study the sphericity and contact-dimension of the complete bipartite graph $K_{n,n}$ in various $L^p$-metrics and consequently connect the complexity of the monochromatic closest pair and bichromatic closest pair problems.

Highlights

  • This paper studies the geometric representation of a complete bipartite graph in Lp-metrics and connects the complexity of the closest pair and bichromatic closest pair problems beyond certain dimensions

  • Provided that the polar-pair of point-sets (A, B) in a d-dimensional metric can be constructed within a running time at least as fast as the time for computing Closest Pair in the same metric, this gives a reduction from bichromatic closest pair problem (BCP) to Closest Pair, implying that they have the same running time lower bound

  • We have studied the sphericity and contact dimension of the complete bipartite graph in various metrics

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Summary

Introduction

This paper studies the geometric representation of a complete bipartite graph in Lp-metrics and connects the complexity of the closest pair and bichromatic closest pair problems beyond certain dimensions. Given a point-set P in a d-dimensional Lp-metric, an α-distance graph is a graph G = (V, E) with a vertex set V = P and an edge set. The sphericity of a graph G in an Lp-metric, denoted by sphp(G), is the smallest dimension d such that G is isomorphic to some α-distance graph in a d-dimensional Lp-metric, for some constant α > 0. An α-contact graph G = (V, E) of a point-set P is an α-distance graph of P such that every edge uv of G has the same distance (i.e., u − v p = α). We call a pair of point-sets (A, B) polar if it is the partition of the vertex set of a contact graph isomorphic to Kn,n. For other Lp-metrics, contact dimension and sphericity are not well-studied

Our results and contributions
Connection between Closest Pair and BCP
Bounds on contact dimension and sphericity of biclique
Related works
Preliminaries
Representing biclique in L1
Geometric representation of biclique in L0
Lower bound on the biclique-sphericity
Upper bound on the biclique contact-dimension
Lower bound on the biclique sphericity
Conclusion and discussion

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