Approximating activation edge-cover and facility location problems

Guy Kortsarz, Zeev Nutov, Eli Shalom

Research output: Contribution to journalArticlepeer-review

Abstract

What approximation ratio can we achieve for the FACILITY LOCATION problem if whenever a client u connects to a facility v, the opening cost of v is at most θ times the service cost of u? We show that this and many other problems are a particular case of the ACTIVATION EDGE-COVER problem. Here we are given a multigraph G=(V,E), a set R⊆V of terminals, and thresholds {tue,tve} for each uv-edge e∈E. The goal is to find an assignment a={av:v∈V} to the nodes minimizing ∑v∈Vav, such that the edge set Ea={e=uv:au≥tue,av≥tve} activated by a covers R. We obtain ratio [Formula presented] for the problem, where [Formula presented] is a problem parameter. This result is based on a simple generic algorithm for the problem of minimizing a sum of a decreasing and a sub-additive set functions, which is of independent interest. As an application, we get the same ratio for the above variant of FACILITY LOCATION. If for each facility all service costs are identical then we show a better ratio [Formula presented], where Hk=∑i=1k1/i. For the MIN-POWER EDGE-COVER problem we improve the ratio 1.406 of [4] (achieved by iterative randomized rounding) to 1.2785. For unit thresholds we improve the ratio 73/60≈1.217 of [4] to [Formula presented].

Original languageEnglish (US)
Pages (from-to)218-228
Number of pages11
JournalTheoretical Computer Science
Volume930
DOIs
StatePublished - Sep 21 2022

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • General Computer Science

Keywords

  • Activation edge-cover
  • Approximation algorithm
  • Facility location
  • Generalized min-covering problem
  • Minimum power

Fingerprint

Dive into the research topics of 'Approximating activation edge-cover and facility location problems'. Together they form a unique fingerprint.

Cite this