Manufacturing supply chain optimization problem with time windows based on improved orthogonal genetic algorithm

被引:0
|
作者
Zhang Xinhua [1 ]
机构
[1] Shandong Econ Univ, Informat Management Coll, Jinan 250014, Peoples R China
关键词
manufacturing supply chain; time windows; orthogonal genetic algorithm;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Aim to the manufacturing supply chain optimization problem with time windows, presents an improved orthogonal genetic algorithm to solve it. At first, we decompose this problem into two sub-problems (distribution and routing) plus an interface mechanism to allow the two algorithms to collaborate in a master-slave fashion, with the distribution algorithm driving the routing algorithm. At second, we describe the proposed improved orthogonal genetic algorithm for solving giving problem detailedly. Finally, the examples suggest that this proposed approach is feasible, correct and valid.
引用
收藏
页码:254 / 259
页数:6
相关论文
共 50 条
  • [1] Manufacturing Supply Chain Optimization Problem with Time Windows Based on Improved Orthogonal Genetic Algorithm
    ZHANG Xinhua (Information Management College
    [J]. 武汉理工大学学报, 2006, (S1) : 254 - 259
  • [2] Optimization of the supply chain network planning problem using an improved genetic algorithm
    Zhao, Liang
    Xie, Jing
    [J]. International Journal for Simulation and Multidisciplinary Design Optimization, 2023, 14
  • [3] An improved genetic algorithm for collaborative supply problem in supply chain
    Peng, Yang
    Chen, Huaping
    Fu, PeiHua
    [J]. Fifth Wuhan International Conference on E-Business, Vols 1-3: INTEGRATION AND INNOVATION THROUGH MEASUREMENT AND MANAGEMENT, 2006, : 2184 - 2189
  • [4] An improved firefly algorithm for collaborative manufacturing chain optimization problem
    Zhang, Fuqiang
    Hui, Jizhuang
    Zhu, Bin
    Guo, Yunxin
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2019, 233 (06) : 1711 - 1722
  • [5] An improved genetic algorithm for vehicle routing problem with time windows
    Ting, CJ
    Huang, CH
    [J]. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-THEORY APPLICATIONS AND PRACTICE, 2005, 12 (03): : 218 - 228
  • [6] Supply Chain Optimization Based on Improved PSO Algorithm
    Wei, Xianmin
    [J]. INFORMATION COMPUTING AND APPLICATIONS, PT II, 2011, 244 : 225 - 232
  • [7] Design of Genetic Algorithm Based Supply Chain Inventory Optimization with Lead Time
    Radhakrishnan, P.
    Gopalantt, M. R.
    Jeyanthittt, N.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (04): : 238 - 246
  • [8] Improved Grouping Genetic Algorithm for the Pickup and Delivery Problem with Time Windows
    Ding, Genhong
    Mao, Juncheng
    Ding, Yuchen
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SERVICE SYSTEM (CSSS), 2014, 109 : 595 - 598
  • [9] An Improved Genetic Algorithm for Vehicle Routing Problem with Hard Time Windows
    May, Aye Thant
    Jariyavajee, Chattriya
    Polvichai, Jumpol
    [J]. INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER AND ENERGY TECHNOLOGIES (ICECET 2021), 2021, : 1907 - 1912
  • [10] Design and Optimization of Cluster Supply Chain Based on Genetic Algorithm
    Liu, Chunling
    Chen, Jingyi
    Yuan, Aping
    [J]. PROCEEDINGS OF INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE AND COMPUTATIONAL TECHNOLOGY (ISCSCT 2009), 2009, : 423 - 426