Packing first, routing second-a heuristic for the vehicle routing and loading problem

被引:51
作者
Bortfeldt, Andreas [2 ]
Homberger, Joerg [1 ]
机构
[1] Univ Appl Sci Stuttgart, Fac Geomat Comp Sci & Math, D-70174 Stuttgart, Germany
[2] Univ Hagen, Dept Informat Syst, D-58093 Hagen, Germany
关键词
Vehicle routing; 3D packing; Vehicle routing and loading problem; Heuristic; GUIDED EVOLUTION STRATEGIES; TABU SEARCH; GENETIC ALGORITHM; LOCAL SEARCH;
D O I
10.1016/j.cor.2012.09.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The Vehicle Routing and Loading Problem (VRLP) results by combining vehicle routing, possibly with time windows, and three-dimensional loading. Some packing constraints of high practical relevance, among them an unloading sequence constraint and a support constraint, are also part of the VRLP. Different formulations of the VRLP are considered and the issue is discussed under which circumstances routing and packing should be tackled as a combined task. A two-stage heuristic is presented following a "packing first, routing second" approach, i.e. the packing of goods and the routing of vehicles is done in two strictly separated stages. High quality results are achieved in short computation times for the 46 VRLP instances recently introduced by Moura and Oliveira. Moreover 120 new large benchmark instances including up to 1000 customers and 50,000 boxes are introduced and results for these instances are also reported. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:873 / 885
页数:13
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