An inverse approach to convex ordered median problems in trees

  • Authors:
  • Elisabeth Gassner

  • Affiliations:
  • Institut für Mathematik B, Technische Universität Graz, Graz, Austria 8010

  • Venue:
  • Journal of Combinatorial Optimization
  • Year:
  • 2012

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Abstract

The convex ordered median problem is a generalization of the median, the k-centrum or the center problem. The task of the associated inverse problem is to change edge lengths at minimum cost such that a given vertex becomes an optimal solution of the location problem, i.e., an ordered median. It is shown that the problem is NP-hard even if the underlying network is a tree and the ordered median problem is convex and either the vertex weights are all equal to 1 or the underlying problem is the k-centrum problem. For the special case of the inverse unit weight k-centrum problem a polynomial time algorithm is developed.