Multimodal Capacitated Hub Location Problems with Multi-Commodities: An Application in Freight Transport

Hub location problems (HLPs) support decision making on multimodal transport strategic planning. It is related to the location of hubs and the allocation of origin/destination (O/D) flow in a system. Classical formulations assume that these flows are predefined paths and direct delivery is not available. This applied research presents a mixed integer linear programming (MILP) model for a capacitated multimodal, multi-commodity HLP. Furthermore, an application on the export process in a Latin American country is detailed. The new proposed model, unlike the traditional HLP, allows direct shipment, and its O/D flows are part of the decision model. Situations with up to 100 nodes, six products, and two transport modes are used, working with initial and projected flows. All instances can be solved optimally using the commercial solver, Gurobi 7.5.0, in computational times less than a minute. Results indicate that only one hub is profitable for the case study, both for the initial and projected scenarios. The installation of a hub generates transport savings over 1% per year. Two factors affect the location decision: low concentration and distance between the hubs and destinations. Long distances involve an exhaustive use of trains instead of trucks, which leads to lower transport cost per unit.

[1]  Anna Sciomachen,et al.  A capacitated hub location problem in freight logistics multimodal networks , 2016, Optim. Lett..

[2]  Dong-Kyu Kim,et al.  Hierarchical hub location problem for freight network design , 2018, IET Intelligent Transport Systems.

[3]  Thomas Siwczyk,et al.  Matheuristics for optimizing the network in German wagonload traffic , 2017, EURO J. Comput. Optim..

[4]  Gui Lohmann,et al.  A model to identify airport hubs and their importance to tourism in Brazil , 2010 .

[5]  Rafay Ishfaq,et al.  Design of intermodal logistics networks with hub delays , 2012, Eur. J. Oper. Res..

[6]  Mahdi Bashiri,et al.  Hub covering location problems with different coverage types , 2011 .

[7]  Qiang Meng,et al.  Intermodal hub-and-spoke network design: Incorporating multiple stakeholders and multi-type containers , 2011 .

[8]  James J. Wang,et al.  From a hub port city to a global supply chain management center: a case study of Hong Kong , 2010 .

[9]  Morton E. O'Kelly,et al.  Formulations and decomposition methods for the incomplete hub location network design problem with and without hop-constraints , 2017 .

[10]  Makoto Arai,et al.  A genetic algorithm for the hub-and-spoke problem applied to containerized cargo transport , 2009 .

[11]  Ahmad Makui,et al.  A fuzzy programming approach for dynamic virtual hub location problem , 2012 .

[12]  Yuan Jiang,et al.  Highway Passenger Transport Based Express Parcel Service Network Design: Model and Algorithm , 2017 .

[13]  Wpm Wim Nuijten,et al.  Multimodal freight transportation planning: A literature review , 2014, Eur. J. Oper. Res..

[14]  Hyun Kim,et al.  Reliable P-Hub Location Problems in Telecommunication Networks , 2009 .

[15]  Ricardo Saraiva de Camargo,et al.  Benders Decomposition for Hub Location Problems with Economies of Scale , 2009, Transp. Sci..

[16]  Kenneth Sörensen,et al.  Efficient metaheuristics to solve the intermodal terminal location problem , 2012, Comput. Oper. Res..

[17]  John R. Current,et al.  The hub location and network design problem with fixed and variable arc costs: formulation and dual-based solution heuristic , 2008, J. Oper. Res. Soc..

[18]  Morton E. O'Kelly,et al.  Origin–destination synthesis for aviation network data: examining hub operations in the domestic and international US markets , 2016 .

[19]  Wen Yi,et al.  Optimal Container Routing in Liner Shipping Networks Considering Repacking 20 ft Containers into 40 ft Containers , 2017 .

[20]  Ehsan Nikbakhsh,et al.  Hub location problems: A review of models, classification, solution techniques, and applications , 2013, Comput. Ind. Eng..

[21]  Iván A. Contreras,et al.  Branch and Price for Large-Scale Capacitated Hub Location Problems with Single Assignment , 2011, INFORMS J. Comput..

[22]  M. O'Kelly,et al.  Activity Levels at Hub Facilities in Interacting Networks , 2010 .

[23]  Reza Tavakkoli-Moghaddam,et al.  Design of a reliable multi-modal multi-commodity model for hazardous materials transportation under uncertainty , 2017, Eur. J. Oper. Res..

[24]  Morton E. O'Kelly,et al.  The Location of Interacting Hub Facilities , 1986, Transp. Sci..

[25]  D. Skorin-Kapov,et al.  On tabu search for the location of interacting hub facilities , 1994 .

[26]  Hugues Marchand,et al.  Pour une localisation optimale des centres de transbordement intermodaux entre réseaux de transport: formulation et extensions , 2001 .

[27]  Zvi Drezner,et al.  The transfer point location problem , 2007, Eur. J. Oper. Res..

[28]  Stefan Nickel,et al.  Hub location problems in transportation networks , 2011 .

[29]  Mahdi Bashiri,et al.  Multi-commodity Multimodal Splittable Logistics Hub Location Problem with Stochastic Demands , 2018, International Journal of Engineering.

[30]  Shinya Hanaoka,et al.  Intermodal freight network incorporating hub-and-spoke and direct calls for the archipelagic Philippines , 2017 .

[31]  Cheng-Chang Lin,et al.  The capacitated p-hub median problem with integral constraints: An application to a Chinese air cargo network , 2012 .

[32]  Yu Zhang,et al.  Finding -Hub Median Locations: An Empirical Study on Problems and Solution Techniques , 2017 .

[33]  Sibel A. Alumur,et al.  Hierarchical multimodal hub location problem with time-definite deliveries , 2012 .

[34]  Dezhi Zhang,et al.  Green Supply Chain Network Design with Economies of Scale and Environmental Concerns , 2017 .

[35]  Sibel A. Alumur,et al.  Network hub location problems: The state of the art , 2008, Eur. J. Oper. Res..