Iterated Local Search for the Capacitated Vehicle Routing Problem with Sequence-Based Pallet Loading and Axle Weight Constraints

被引:17
作者
Pollaris, Hanne [1 ]
Braekers, Kris [1 ,2 ]
Caris, An [1 ]
Janssens, Gerrit K. [1 ]
Limbourg, Sabine [3 ]
机构
[1] UHasselt, Res Grp Logist, Agoralaan, B-3590 Diepenbeek, Belgium
[2] Res Fdn Flanders FWO, Egmontstr 5, BE-1000 Brussels, Belgium
[3] Univ Liege ULg, QuantOM, HEC Management Sch, Rue Louvrex 14 N1, B-4000 Liege, Belgium
基金
比利时弗兰德研究基金会;
关键词
Vehicle Routing Problem; axle weight constraints; routing & loading; iterated local search; sequence-based loading; Capacitated Vehicle Routing Problem; TRAVELING SALESMAN PROBLEM; LARGE NEIGHBORHOOD SEARCH; MULTIPLE STACKS; DOUBLE TSP; ALGORITHM; PICKUP;
D O I
10.1002/net.21738
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this article an Iterated Local Search algorithm for the capacitated vehicle routing problem with sequencebased pallet loading and axle weight constraints is presented. Axle weight limits impose a great challenge for transportation companies. Yet, the literature on the incorporation of axle weight constraints in vehicle routing models is very scarce. The effect of introducing axle weight constraints in a CVRP on total routing cost is analyzed. Results show that integrating axle weight constraints does not lead to a large cost increase. However, not including axle weight constraints in the planning process may induce major axle weight violations. (C) 2017 Wiley Periodicals, Inc.
引用
收藏
页码:304 / 316
页数:13
相关论文
共 28 条
[1]   Mathematical models for multicontainer loading problems [J].
Alonso, M. T. ;
Alvarez-Valdes, R. ;
Iori, M. ;
Parreno, F. ;
Tamarit, J. M. .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2017, 66 :106-117
[2]  
[Anonymous], 2002, VEHICLE ROUTING PROB
[3]   A branch-and-bound algorithm for the double travelling salesman problem with two stacks [J].
Carrabs, Francesco ;
Cerulli, Raffaele ;
Speranza, Maria Grazia .
NETWORKS, 2013, 61 (01) :58-75
[4]   Iterated variable neighborhood descent algorithm for the capacitated vehicle routing problem [J].
Chen, Ping ;
Huang, Hou-kuan ;
Dong, Xing-Ye .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (02) :1620-1627
[5]   A branch-and-cut algorithm for the pickup and delivery traveling salesman problem with multiple stacks [J].
Cote, Jean-Francois ;
Archetti, Claudia ;
Speranza, Maria Grazia ;
Gendreau, Michel ;
Potvin, Jean-Yves .
NETWORKS, 2012, 60 (04) :212-226
[6]   Large neighborhood search for the pickup and delivery traveling salesman problem with multiple stacks [J].
Cote, Jean-Francois ;
Gendreau, Michel ;
Potvin, Jean-Yves .
NETWORKS, 2012, 60 (01) :19-30
[7]   A METHOD FOR SOLVING TRAVELING-SALESMAN PROBLEMS [J].
CROES, GA .
OPERATIONS RESEARCH, 1958, 6 (06) :791-812
[8]  
Doerner KF, 2007, NETWORKS, V49, P294, DOI [10.1002/net.20179, 10.1002/net]
[9]   NEW OPTIMIZATION HEURISTICS - THE GREAT DELUGE ALGORITHM AND THE RECORD-TO-RECORD TRAVEL [J].
DUECK, G .
JOURNAL OF COMPUTATIONAL PHYSICS, 1993, 104 (01) :86-92
[10]   Using intermediate infeasible solutions to approach vehicle routing problems with precedence and loading constraints [J].
Felipe, Angel ;
Teresa Ortuno, M. ;
Tirado, Gregorio .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 211 (01) :66-75