Title :
A study of the Multi-Trip vehicle routing problem with time windows and heterogeneous fleet
Author :
Despaux, Francois ; Basterrech, Sebastian
Author_Institution :
Fac. de Ing., Univ. de la Republica, Montevideo, Uruguay
Abstract :
This article introduces a metaheuristic approach to solve a variation of the well-known Vehicle Routing Problem (VRP). We present a solution for the Multi-Trip VRP with Time Windows and Heterogeneous Fleet. We add constraints to the original VRP concerning the time and the customer supply. Time constraints concerns the time windows on each customer and time horizon within which customers must be satisfied. In respect of the customer supply, we consider a heterogeneous fleet where vehicles are allowed to do multiple trips. We propose a solution for the problem using a Local Search and the Simulated Annealing technique. In order to evaluate the performance of our approach, we tested the procedure on a set of benchmark scenarios widely used for the VRP.
Keywords :
search problems; simulated annealing; vehicle routing; VRP; customer supply; heterogeneous fleet; local search; metaheuristic approach; multiple trips; multitrip vehicle routing problem; simulated annealing technique; time constraints; time windows; Tin; Vehicles; Combinatorial Optimization; Metaheuristics; Simulating Annealing; Vehicle Routing Problem;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2014 14th International Conference on
Print_ISBN :
978-1-4799-7937-0
DOI :
10.1109/ISDA.2014.7066280