Model and Algorithm for Multi-commodity Logistics Network Design Considering Service Level Constraint

被引:0
作者
Qin Jin [1 ]
Ni Ling-lin [1 ]
Zhao Xiao-bo [1 ]
机构
[1] Cent South Univ, Sch Traff & Transportat Engn, Changsha, Hunan, Peoples R China
来源
COMPUTATIONAL MATERIALS SCIENCE, PTS 1-3 | 2011年 / 268-270卷
关键词
Multi-commodity; Logistics Network Design; Stochastic Demand; Optimization Model; Combined Simulated Annealing Algorithm; INVENTORY;
D O I
10.4028/www.scientific.net/AMR.268-270.36
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the logistics network design, the decision-maker should not only select proper places to save commodities, but also determine the quantity of commodities saving in each place. This paper assumed the demands are stochastic and satisfy a normal distribution, and proposed a new optimization model which simultaneously described the inventory decision and the facility location decision. A combined algorithm based on the simulated annealing algorithm is used to solve and analysis the numerical example. Numerical application denotes the model and the algorithm operate rapidly and the results are rational, so it provides scientific guidance for the multi-commodity logistics network design problem.
引用
收藏
页码:36 / 41
页数:6
相关论文
共 11 条
  • [1] Benefits of considering inventory in service parts logistics network design problems with time-based service constraints
    Candas, Mehmet Ferhat
    Kutanoglu, Erhan
    [J]. IIE TRANSACTIONS, 2007, 39 (02) : 159 - 176
  • [2] [傅玉颖 FU Yuying], 2005, [系统工程理论与实践, Systems Engineering-Theory & Practice], V25, P54
  • [3] Facility location models for distribution system design
    Klose, A
    Drexl, A
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2005, 162 (01) : 4 - 29
  • [4] QIN J, 2007, SYSTEM ENG, V25, P29
  • [5] [秦进 QIN Jin], 2009, [系统工程理论与实践, Systems Engineering-Theory & Practice], V29, P176
  • [6] A multi-commodity supply chain design problem
    Shen, ZJM
    [J]. IIE TRANSACTIONS, 2005, 37 (08) : 753 - 762
  • [7] Shen ZJM, 2003, TRANSPORT SCI, V37, P40, DOI 10.1287/trsc.37.1.40.12823
  • [8] Incorporating inventory and routing costs in strategic location models
    Shen, Zuo-Jun Max
    Qi, Lian
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2007, 179 (02) : 372 - 389
  • [9] Stochastic transportation-inventory network design problem
    Shu, J
    Teo, CP
    Shen, ZJM
    [J]. OPERATIONS RESEARCH, 2005, 53 (01) : 48 - 60
  • [10] The k-level facility location game
    Xu, Dachuan
    Du, Donglei
    [J]. OPERATIONS RESEARCH LETTERS, 2006, 34 (04) : 421 - 426