Complexity of determining the most vital elements for the p-median and p-center location problems

Cristina Bazgan (1) , Sónia Toubaline (1) , Daniel Vanderpooten (1)

1 LAMSADE - Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision

We consider the k most vital edges (nodes) and min edge (node) blocker versions of the p-median and p-center location problems. Given a weighted connected graph with distances on edges and weights on nodes, the k most vital edges (nodes) p-median (respectively p-center) problem consists of finding a subset of k edges (nodes) whose removal from the graph leads to an optimal solution for the p-median (respectively p-center) problem with the largest total weighted distance (respectively maximum weighted distance). The complementary problem, min edge (node) blocker p-median (respectively p-center), consists of removing a subset of edges (nodes) of minimum cardinality such that an optimal solution for the p-median (respectively p-center) problem has a total weighted distance (respectively a maximum weighted distance) at least as large as a specified threshold. We show that k most vital edges p-median and k most vital edges p-center are NP-hard to approximate within a factor 7/5 - ϵ and 4/3 − ϵ respectively, for any ϵ > 0, while k most vital nodes p-median and k most vital nodes p-center are NP-hard to approximate within a factor 3/2 − ϵ, for any ϵ > 0. We also show that the complementary versions of these four problems are NP-hard to approximate within a factor 1.36.

Mots clés: Min edge and node blocker; Approximation; Most vital edges and nodes; p-center; p-median; Complexity

Domaines: Informatique [cs]

Cristina Bazgan, Sónia Toubaline, Daniel Vanderpooten. Complexity of determining the most vital elements for the p-median and p-center location problems. Journal of Combinatorial Optimization, 2013, 25 (2), pp.191-207. ⟨10.1007/s10878-012-9469-8⟩. ⟨hal-01499692⟩