An overview on recent approaches for vehicle routing problems with loading constraints

Most of the approaches developed for vehicle routing problems require only that the total weight or volume of the load does not exceed the capacity of the vehicles. For many real distribution applications, these approaches are not adequate, since they lead most of the time to suboptimal or even infeasible solutions. Here, we focus on those applications where the loading of the vehicles is a difficult issue that must be considered explicitly when planning the routes. The vehicle routing problem with loading constraints is NP-hard since it combines two well-known and difficult problems, namely the vehicle routing problem with the packing problem. The study of these problems has motivated an increasing interest and approaches in recent times. The vast majority of the approaches described in the literature focus on heuristic approaches. They address different variants of the problem. Developing exact approaches and strong models for these problems remains a true challenge. In this paper, we provide an updated survey on recent contributions on that field.

[1]  Emmanouil E. Zachariadis,et al.  A Guided Tabu Search for the Vehicle Routing Problem with two-dimensional loading constraints , 2009, Eur. J. Oper. Res..

[2]  Guenther Fuellerer,et al.  Metaheuristics for vehicle routing problems with three-dimensional loading constraints , 2010, Eur. J. Oper. Res..

[3]  Ana Moura,et al.  An integrated approach to the vehicle routing and container loading problems , 2009, OR Spectr..

[4]  Guenther Fuellerer,et al.  Ant colony optimization for the two-dimensional loading vehicle routing problem , 2009, Comput. Oper. Res..

[5]  Andreas Bortfeldt,et al.  A hybrid algorithm for the capacitated vehicle routing problem with three-dimensional loading constraints , 2012, Comput. Oper. Res..

[6]  S. Martello,et al.  Exact Solution of the Two-Dimensional Finite Bon Packing Problem , 1998 .

[7]  Philippe Lacomme,et al.  A multi-start evolutionary local search for the two-dimensional loading capacitated vehicle routing problem , 2011, Comput. Oper. Res..

[8]  Emmanouil E. Zachariadis,et al.  A Hybrid Metaheuristic Algorithm for the Integrated Vehicle Routing and Three-Dimensional Container-Loading Problem , 2009, IEEE Transactions on Intelligent Transportation Systems.

[9]  Stephen C. H. Leung,et al.  Extended guided tabu search and a new packing algorithm for the two-dimensional loading vehicle routing problem , 2011, Comput. Oper. Res..

[10]  Michel Gendreau,et al.  A Tabu Search Algorithm for a Routing and Container Loading Problem , 2006, Transp. Sci..

[11]  Paolo Toth,et al.  Models, relaxations and exact approaches for the capacitated vehicle routing problem , 2002, Discret. Appl. Math..

[12]  LOGISTICS OPTIMIZATION : VEHICLE ROUTING WITH LOADING CONSTRAINTS , 2007 .

[13]  George B. Dantzig,et al.  The Truck Dispatching Problem , 1959 .

[14]  Manuel Iori,et al.  Routing problems with loading constraints , 2010 .

[15]  Ana Moura A Multi-Objective Genetic Algorithm for the Vehicle Routing with Time Windows and Loading Problem , 2008 .

[16]  Michel Gendreau,et al.  A Tabu search heuristic for the vehicle routing problem with two‐dimensional loading constraints , 2008, Networks.

[17]  Daniele Vigo,et al.  An Exact Approach for the Vehicle Routing Problem with Two-Dimensional Loading Constraints , 2007, Transp. Sci..