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
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 50 条
  • [41] A Supply Chain Network Intertemporal Equilibrium Model with Multi-Commodity Inventory and Transportation
    Peng, Yang
    INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION, VOL 2, PROCEEDINGS, 2008, : 615 - 620
  • [42] A multi-commodity flow supply chain network equilibrium model with stochastic choice
    Management Science and Engineering Department, Nanchang University, Nanchang 330047, China
    不详
    Xitong Gongcheng Lilum yu Shijian, 2007, 3 (82-90+104):
  • [43] A Multi-objective Approach for Multi-commodity Location within Distribution Network Design Problem
    Afshari, H.
    Amin-Nayeri, M.
    Jaafari, A. A.
    INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS (IMECS 2010), VOLS I-III, 2010, : 1526 - 1530
  • [44] A suggested computation for maximal multi-commodity network flows
    Ford Jr., L.R.
    Fulkerson, D.R.
    Kennington, Jeff
    Management Science, 2004, 50 (12 SUPPL.) : 1778 - 1781
  • [45] Work In Progress: A Novel Virtual Network Mapping Algorithm with Weighted Multi-commodity Flow
    Huang, Tao
    Lv, Bo
    Liu, Jiang
    2014 9TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA (CHINACOM), 2014, : 166 - 169
  • [46] Design for optimized multi-lateral multi-commodity markets
    Bourbeau, B
    Crainic, TG
    Gendreau, M
    Robert, J
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2005, 163 (02) : 503 - 529
  • [47] Modelling Virtual Network Market Data with Open Multi-commodity Market Model
    Granat, Janusz
    Koltys, Kamil
    Pienkosz, Krzysztof
    MODELING MULTI-COMMODITY TRADE: INFORMATION EXCHANGE METHODS, 2012, 121 : 179 - 191
  • [48] OPTIMAL MODEL AND ALGORITHM FOR SUPPLY CHAIN DESIGN CONSIDERING SERVICE LEVEL
    Qin Jin
    Miao Lixin
    Shi Feng
    Tan Guijun
    Hou Guirong
    ICMH 2008: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON MATERIAL HANDLING, 2008, : 128 - 133
  • [49] A Multi-Commodity Flow Model for Guide Path Layout Design of AGV Systems
    Akiyama, Shuhei
    Nishi, Tatsushi
    Higashi, Toshimitsu
    Kumagai, Kenji
    Hashizume, Michi
    2017 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2017, : 1251 - 1255
  • [50] Asymmetry in the complexity of the multi-commodity network pricing problem
    Bui, Quang Minh
    Carvalho, Margarida
    Neto, Jose
    MATHEMATICAL PROGRAMMING, 2024, 208 (1-2) : 425 - 461