An Efficient Algorithm for the Proximity Connected Two Center Problem

04/19/2022
by   Binay Bhattacharya, et al.
0

Given a set P of n points in the plane, the k-center problem is to find k congruent disks of minimum possible radius such that their union covers all the points in P. The 2-center problem is a special case of the k-center problem that has been extensively studied in the recent past <cit.>. In this paper, we consider a generalized version of the 2-center problem called proximity connected 2-center (PCTC) problem. In this problem, we are also given a parameter δ≥ 0 and we have the additional constraint that the distance between the centers of the disks should be at most δ. Note that when δ=0, the PCTC problem is reduced to the 1-center(minimum enclosing disk) problem and when δ tends to infinity, it is reduced to the 2-center problem. The PCTC problem first appeared in the context of wireless networks in 1992 <cit.>, but obtaining a nontrivial deterministic algorithm for the problem remained open. In this paper, we resolve this open problem by providing a deterministic O(n^2log n) time algorithm for the problem.

READ FULL TEXT
research
05/06/2021

Covering Convex Polygons by Two Congruent Disks

We consider the planar two-center problem for a convex polygon: given a ...
research
02/19/2020

On the Planar Two-Center Problem and Circular Hulls

Given a set S of n points in the Euclidean plane, the two-center problem...
research
06/18/2020

Efficient Planar Two-Center Algorithms

We consider the planar Euclidean two-center problem in which given n poi...
research
07/17/2020

Optimal Algorithm for the Planar Two-Center Problem

In this paper, we consider the planar two-center problem: Given a set S ...
research
07/26/2021

Red blue k-center clustering with distance constraints

We consider a variant of the k-center clustering problem in ^d, where th...
research
09/01/2022

Generalized k-Center: Distinguishing Doubling and Highway Dimension

We consider generalizations of the k-Center problem in graphs of low dou...
research
07/03/2023

A numerical algorithm for attaining the Chebyshev bound in optimal learning

Given a compact subset of a Banach space, the Chebyshev center problem c...

Please sign up or login with your details

Forgot password? Click here to reset