Local search approach for the competitive facility location problem in mobile networks

Ivan Davydov, Yury Kochetov, Stephan Dempe

Research output: Contribution to journalArticlepeer-review

5 Citations (Scopus)

Abstract

We present a new leader-follower facility location game for 5G high-speed networks. Two mobile operators, the leader and the follower, compete to attract customers of high-speed internet connection. The leader acts first by opening some base stations, anticipating that the follower will react by creating her own base stations and renting some leader’s stations. Each customer patronizes an operator with the highest speed of connection for him. Each operator aims to maximize own profit. We provide a formulation of this game as a bi-level nonlinear integer programming problem, where the leader and the follower maximize their own profits at the first and second levels, respectively and the customers move from one operator to another until the Nash equilibrium is reached. Local search heuristics for this problem are designed and tested on randomly generated and real data. Computational experiments show high efficiency of the approach.

Original languageEnglish
Pages (from-to)130-143
Number of pages14
JournalInternational Journal of Artificial Intelligence
Volume16
Issue number1
Publication statusPublished - 1 Mar 2018

Keywords

  • Bi-level programming
  • Cellular network
  • Competitive location
  • Stackelberg game

Fingerprint

Dive into the research topics of 'Local search approach for the competitive facility location problem in mobile networks'. Together they form a unique fingerprint.

Cite this