铁路同类适盘货物装载方案优化研究

doi:10.3976/j.issn.1002-4026.2016.05.017

Abstract

Abstract:

We construct an optimization model for similar rectangular freights loaded freight trains with pallets based on railway freight loading constraints. We initially solve pallets layout of carriage bottom with improved twodimensional layout optimization algorithm. We further determine optimal stacking pallet layers in a carriage, and obtain optimal loading scheme. Instance analytical results show that the model is effective for solving railway similar pallet applied freight loading problem.

Key words: railway transportation, pallet-suited freight, optimization, loading scheme

CLC Number:

U294.3

QIN Jian. Optimization of railway pallet-suited freight loading scheme[J].SHANDONG SCIENCE, 2016, 29(5): 103-110.

References

［1］GEORGE J A, ROBINSON D F. A heuristic for packing boxes into a container［J］. Computers & Operations Research, 1980, 7(3): 147-156.
［2］BISCHOFF EE, MARRIOTT M D. A comparative evaluation of heuristics for container loading［J］. European Journal of Operational Research, 1990, 44(2): 267-276.
［3］PISINGER D. Heuristics for the container loading problem［J］. European Journal of Operational Research, 2002, 141(2): 382-392.
［4］ELEY M. Solving container loading problems by block arrangement［J］. European Journal of Operational Research, 2002, 141(2): 393-409.
［5］刘胜，朱凤华，吕宜生，等．求解三维装箱问题的启发式正交二叉树搜索算法［J］．计算机学报，2015，38(8)：1530-1542．
［6］张德富，彭煜，张丽丽．求解三维装箱问题的多层启发式搜索算法［J］．计算机学报，2012，35(12)：2553-2560．
［7］那日萨，韩琪玮，林正奎．三维多箱异构货物装载优化及其可视化［J］．运筹与管理，2015，24(4)：76-82．
［8］GEHRING H ， BORFELDT A. A genetic algorithm for solving the container loading problem［J］. International Transaction Operational Research, 1997, 4(5/6):401-418.
［9］孙洪礼，王周敬．同类货物集装箱装载问题的启发式算法［J］．计算机应用与软件，2011，28(4)：193-195．
［10］朱向，雷定猷．带平衡约束三维装箱问题的双层混合遗传算法［J］．交通运输系统工程与信息，2015，15(2)：203-209．
［11］陈泽爽，何健明，林逵．多约束三维装箱问题的混合遗传算法［J］．现代计算机(专业版)，2011 (1)：14-19．
［12］KUCUK M, ERMIS M. A new hybrid evolutionary algorithm for threedimensional packing problems［C］// 2010 IEEE International Conference on Systerns Man and Cybernetics (SMC). IEEE, 2010: 40294034.DOI:10.1109/ICSMC.2010.5642203.
［13］孟唯娟．托盘装载优化系统的研究与开发［D］．天津：天津科技大学，2010．
［14］WANG Z J, LI K W. Layerlayoutbased heuristics for loading homogeneous items into a single container［J］. Journal of Zhejiang University SCIENCE A, 2007, 8(12): 1944-1952.
［15］周康，何世伟，游玲君．铁路适盘货物装载方案优化研究［J］．铁道货运，2013 (9)：52-57．

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Optimization of railway pallet-suited freight loading scheme

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