Bounds and Heuristics for the Shortest Capacitated Paths Problem

Authors: Costa, M-C.1; Hertz, A.2; Mittaz, M.2

Source: Journal of Heuristics, Volume 8, Number 4, July 2002 , pp. 449-465(17)

Publisher: Springer

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Abstract:

Given a graph G, the Shortest Capacitated Paths Problem (SCPP) consists of determining a set of paths of least total length, linking given pairs of vertices in G, and satisfying capacity constraints on the arcs of G.

We formulate the SCPP as a 0-1 linear program and study two Lagrangian relaxations for getting lower bounds on the optimal value. We then propose two heuristic methods. The first one is based on a greedy approach, while the second one is an adaptation of the tabu search meta-heuristic.

Keywords: Lagrangian relaxation; bandwidth packing problem; minimum cost integer multicommodity flow problem; tabu search

Document Type: Regular Paper

Affiliations: 1: CEDRIC, CNAM, 292 rue Saint-Martin, 75003 Paris, France 2: Department of Mathematics, EPFL, 1015 Lausanne, Switzerland

Publication date: July 1, 2002

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