Approximating activation edge-cover and facility location problems

Zeev Nutov, Guy Kortsarz, Eli Shalom

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-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 {teu, tev} for each uv-edge e ∈ E. The goal is to find an assignment a = {av : v ∈ V } to the nodes minimizing ∑ vV av, such that the edge set Ea = {e = uv : au ≥ teu, av ≥ tev} activated by a covers R. We ln x obtain ratio (Formula presented.) − ln ln θ for the problem, where θ 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 = ∑k i=1 1/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 1555/1347 ≈ 1.155.

Original languageEnglish
Title of host publication44th International Symposium on Mathematical Foundations of Computer Science, MFCS 2019
EditorsJoost-Pieter Katoen, Pinar Heggernes, Peter Rossmanith
PublisherSchloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing
Pages20:1 - 20:14
ISBN (Electronic)9783959771177
DOIs
StatePublished - Aug 2019
Event44th International Symposium on Mathematical Foundations of Computer Science, MFCS 2019 - Aachen, Germany
Duration: 26 Aug 201930 Aug 2019

Publication series

NameLeibniz International Proceedings in Informatics, LIPIcs
Volume138
ISSN (Print)1868-8969

Conference

Conference44th International Symposium on Mathematical Foundations of Computer Science, MFCS 2019
Country/TerritoryGermany
CityAachen
Period26/08/1930/08/19

Bibliographical note

Funding Information:
Partially supported by NSF grant number 1540547.

Keywords

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

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