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Capacitated Vehicle Routing on Trees

Authors :
Gilbert Laporte
Martine Labbé
Hélène Mercure
Fortz, Bernard
Graphes et Optimisation Mathématique [Bruxelles] (GOM)
Université libre de Bruxelles (ULB)
Laboratoire CIRRELT Université Laval Quebec (CIRRELT)
Université Laval [Québec] (ULaval)
Source :
Operations Research, Operations Research, INFORMS, 1991
Publication Year :
1991
Publisher :
Institute for Operations Research and the Management Sciences (INFORMS), 1991.

Abstract

T = (V, E) is a tree with nonnegative weights associated with each of its vertices. A fleet of vehicles of capacity Q is located at the depot represented by vertex v1. The Capacitated Vehicle Routing Problem on Trees (TCVRP) consists of determining vehicle collection routes starting and ending at the depot such that: the weight associated with any given vertex is collected by exactly one vehicle; the sum of all weights collected by a vehicle does not exceed Q; a linear combination of the number of vehicles and of the total distance traveled by these vehicles is minimized. The TCVRP is shown to be NP-hard. This paper presents lower bounds for the TCVRP based on the solutions of associated bin packing problems. We develop a linear time heuristic (upper bound) procedure and present a bound on its worst case performance. These lower and upper bounds are then embedded in an enumerative algorithm. Numerical results follow.

Details

ISSN :
15265463 and 0030364X
Volume :
39
Database :
OpenAIRE
Journal :
Operations Research
Accession number :
edsair.doi.dedup.....287a3f54061d047aeceff544583d8933
Full Text :
https://doi.org/10.1287/opre.39.4.616