The priority k-median problem

  • Authors:
  • Amit Kumar;Yogish Sabharwal

  • Affiliations:
  • Dept of Computer Science & Engg., Indian Institute of Technology, New Delhi, India;IBM India Research Lab, Vasant Kunj, New Delhi, India

  • Venue:
  • FSTTCS'07 Proceedings of the 27th international conference on Foundations of software technology and theoretical computer science
  • Year:
  • 2007

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Abstract

In this paper, we consider a generalized version of the k-median problem in metric spaces, called the priority k-median problem in which demands and facilities have priorities associated with them and a demand can only be assigned to a facility that has the same priority or better. We show that there exists a polynomial time constant factor approximation algorithm for this problem when there are two priorities. We also show that the natural integer program for the problem has an arbitrarily large integrality gap when there are four or more priorities.