Locating An Undesirable Facility by Generalized Cutting Planes

  • Authors:
  • Emilio Carrizosa;Frank Plastria

  • Affiliations:
  • -;-

  • Venue:
  • Mathematics of Operations Research
  • Year:
  • 1998

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Abstract

We address the problem of locating an undesirable facility within a compact set by minimizing a strictly decreasing boundedly lower subdifferentiable function of the squared Euclidean distances to a set of fixed points. Using (generalized) cutting planes, the resolution of this problem is reduced to solving a sequence of maxmin problems. These maxmin problems have a clear geometrical interpretation, which enables to solve them sequentially by means of an on-line enumeration of the vertices of polyhedra in higher dimensions.