A branch-and-cut algorithm for the one-commodity pickup and delivery location routing problem

被引:9
作者
Dominguez-Martin, Bencomo [1 ]
Hernandez-Perez, Hipolito [1 ]
Riera-Ledesma, Jorge [2 ]
Rodriguez-Martin, Inmaculada [1 ,3 ]
机构
[1] Univ La Laguna, Dept Matemat Estadist & Invest Operat, San Cristobal la Laguna, Spain
[2] Univ La Laguna, Dept Ingn Informat & Sistemas, San Cristobal la Laguna, Spain
[3] Univ La Laguna, Fac Ciencias, Dept Matemat Estadist & Invest Operat, POB 456, San Cristobal la Laguna 38200, Tenerife, Spain
关键词
Routing; Location; Pickup and delivery; Branch-and-cut; TRAVELING SALESMAN PROBLEM; REBALANCING PROBLEM; FORMULATIONS;
D O I
10.1016/j.cor.2023.106426
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper introduces a new problem that combines characteristics of the Location and Routing Problem and the One-commodity Pickup and Delivery Traveling Salesman Problem. We are given a set of customers that provide or demand given amounts of a product, and a set of potential facility locations that can be opened or not in order to give service to the customers. Each facility has an opening cost and is the depot of a vehicle with capacity Q. The problem consists in deciding which facilities to open, assigning customers to open facilities, and designing the routes that connect each facility with its customers. The objective is to minimize the sum of the cost of the routes and the facilities. This NP-hard problem has not been previously studied. We propose for it two mathematical formulations, compare them, and present a branch-and-cut algorithm able to solve instances with up to 100 nodes.
引用
收藏
页数:16
相关论文
共 29 条
[1]   A compact model and tight bounds for a combined location-routing problem [J].
Albareda-Sambola, M ;
Díaz, JA ;
Fernández, E .
COMPUTERS & OPERATIONS RESEARCH, 2005, 32 (03) :407-428
[2]  
Almeida FL, 2010, IEEE INT C EMERG
[3]  
Battarra M, 2014, MOS-SIAM SER OPTIMIZ, P161
[4]   Static pickup and delivery problems: a classification scheme and survey [J].
Berbeglia, Gerardo ;
Cordeau, Jean-Francois ;
Gribkovskaia, Irina ;
Laporte, Gilbert .
TOP, 2007, 15 (01) :1-31
[5]   Bike sharing systems: Solving the static rebalancing problem [J].
Chemla, Daniel ;
Meunier, Frederic ;
Calvo, Roberto Wolfler .
DISCRETE OPTIMIZATION, 2013, 10 (02) :120-146
[6]   A heuristic algorithm for a single vehicle static bike sharing, rebalancing problem [J].
Cruz, Fabio ;
Subramanian, Anand ;
Bruck, Bruno P. ;
Iori, Manuel .
COMPUTERS & OPERATIONS RESEARCH, 2017, 79 :19-33
[7]   The bike sharing rebalancing problem: Mathematical formulations and benchmark instances [J].
Dell'Amico, Mauro ;
Hadjicostantinou, Eleni ;
Iori, Manuel ;
Novellani, Stefano .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2014, 45 :7-19
[8]   An exact algorithm for the static rebalancing problem arising in bicycle sharing systems [J].
Erdogan, Guenes ;
Battarra, Maria ;
Calvo, Roberto Wolfler .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2015, 245 (03) :667-679
[9]   A RESULT ON PROJECTION FOR THE VEHICLE-ROUTING PROBLEM [J].
GOUVEIA, L .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1995, 85 (03) :610-624
[10]   A branch-and-cut algorithm for a traveling salesman problem with pickup and delivery [J].
Hernández-Pérez, H ;
Salazar-González, JS .
DISCRETE APPLIED MATHEMATICS, 2004, 145 (01) :126-139