Title :
Variable neighborhood search for the location routing problem with multiple routes
Author :
Macedo, Ricardo ; Hanafi, Said ; Jarboui, Bassem ; Mladenovic, Nenad ; Alves, C.M. ; de Carvalho, J. M. Valerio
Author_Institution :
Univ. de Valenciennes et du Hainaut-Cambresis, Valenciennes, France
Abstract :
We address a variant of the Location Routing Problem (LRP) where vehicles can perform several routes in the same planning period and both depots and vehicles have capacities. This problem represents a combination of two NP-hard problems: a vehicle routing problem, which determines the optimal set of routes to fulfill the demands of a set of customers, and a location problem, as the depots from which the vehicles performing the routes can be associated must be chosen from a set of possible locations. We propose a Variable Neighborhood Search (VNS) metaheuristic to solve this problem, and report on preliminary computational experiments conducted on a set of instances from the literature. To the best of our knowledge, this is the first time that a VNS based heuristic is proposed for solving this variant of the LRP.
Keywords :
computational complexity; planning; search problems; vehicle routing; LRP; NP-hard problems; VNS metaheuristic; location problem; location routing problem; planning period; variable neighborhood search metaheuristic; vehicle routing problem; Electronic mail; Linear programming; Minimization; Planning; Routing; Search problems; Vehicles;
Conference_Titel :
Industrial Engineering and Systems Management (IESM), Proceedings of 2013 International Conference on
Conference_Location :
Rabat