DocumentCode :
2339166
Title :
Comparison of neighborhoods for the HFF-AVRP
Author :
Marmion, Marie-Eléonore ; Humeau, Jérémie ; Jourdan, Laetitia ; Dhaenens, Clarisse
Author_Institution :
INRIA, Univ. de Lille 1, Villeneuve-d´´Ascq, France
fYear :
2010
fDate :
16-19 May 2010
Firstpage :
1
Lastpage :
7
Abstract :
Vehicle Routing Problems (VRP) are widely studied as they represent challenges for the future. However, most of the routing problems encountered in the literature are quite far from real life problems. Therefore, this work will be dedicated to the Heterogeneous Fixed Fleet Asymmetric Vehicle Routing Problem (HFF-AVRP), a variant of the VRP, which is more common in real life distribution management than the basic VRP. HFF-AVRP is a NP-hard combinatorial optimization problem. Heuristics and in particular meta-heuristics are then candidate methods to solve such problems. As these methods are very sensitive to neighborhoods, we propose in this article to examine two classical neighborhoods associated to this problem in order to analyze their performances.
Keywords :
combinatorial mathematics; computational complexity; optimisation; transportation; HFF-AVRP; NP hard combinatorial optimization problem; distribution management; neighborhoods comparison; vehicle routing problems; Benchmark testing; Genetic algorithms; Indexes; Optimization methods; Routing; Search methods; Vehicles; HFF-AVRP; metaheuristics; neighborhood;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Systems and Applications (AICCSA), 2010 IEEE/ACS International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-7716-6
Type :
conf
DOI :
10.1109/AICCSA.2010.5586979
Filename :
5586979
Link To Document :
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