Remanufacturing closed-loop supply chain network design based on genetic particle swarm optimization algorithm

被引:0
|
作者
周鲜成 [1 ]
赵志学 [1 ]
周开军 [1 ]
贺彩虹 [2 ]
机构
[1] School of Computer and Electronic Engineering, Hunan University of Commerce
[2] School of Finance, Hunan University of Commerce
关键词
genetic particle swarm optimization; closed-loop supply chain; remanufacturing; network design; reverse logistics;
D O I
暂无
中图分类号
F274 [企业供销管理]; TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1201 ; 1405 ;
摘要
As the huge computation and easily trapped local optimum in remanufacturing closed-loop supply chain network (RCSCN) design considered, a genetic particle swarm optimization algorithm was proposed. The total cost of closed-loop supply chain was selected as fitness function, and a unique and tidy coding mode was adopted in the proposed algorithm. Then, some mutation and crossover operators were introduced to achieve discrete optimization of RCSCN structure. The simulation results show that the proposed algorithm can gain global optimal solution with good convergent performance and rapidity. The computing speed is only 22.16 s, which is shorter than those of the other optimization algorithms.
引用
收藏
页码:482 / 487
页数:6
相关论文
共 50 条
  • [41] A retailer oriented closed-loop supply chain network design for end of life construction machinery remanufacturing
    Yi, Pengxing
    Huang, Min
    Guo, Lijun
    Shi, Tielin
    JOURNAL OF CLEANER PRODUCTION, 2016, 124 : 191 - 203
  • [42] Game Decision of a Closed-loop Supply Chain with components remanufacturing
    Li, Yang
    Fan, Zhihui
    Zhao, Xiaomin
    IEEE INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN SYSTEMS SCIENCE AND ENGINEERING (IEEE RASSE 2021), 2021,
  • [43] An Optimization Model for Closed-loop Supply Chain Network Based on Grey Theory
    Jiang, Hongwei
    ASIA-PACIFIC MANAGEMENT AND ENGINEERING CONFERENCE (APME 2014), 2014, : 295 - 299
  • [44] The Uncertain Programming of the Closed-loop Supply Chain with Remanufacturing System
    Chen Yu-juan
    Liu Dong-bo
    Mao Hong-wei
    Zhang Zi-qiang
    DIGITAL MANUFACTURING & AUTOMATION III, PTS 1 AND 2, 2012, 190-191 : 218 - +
  • [45] Effectiveness in the closed-loop supply chain:: A study regarding remanufacturing
    Östlin, J
    2005 IEEE INTERNATIONAL ENGINEERING MANAGEMENT CONFERENCE, VOLS 1 AND 2, 2005, : 225 - 230
  • [46] Managing a closed-loop supply chain with process innovation for remanufacturing
    Reimann, Marc
    Xiong, Yu
    Zhou, Yu
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2019, 276 (02) : 510 - 518
  • [47] Acquisition pricing and remanufacturing decisions in a closed-loop supply chain
    He, Yuanjie
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2015, 163 : 48 - 60
  • [48] The Carbon Subsidy Analysis in Remanufacturing Closed-Loop Supply Chain
    Li, Jian
    Du, Weihao
    Yang, Fengmei
    Hua, Guowei
    SUSTAINABILITY, 2014, 6 (06) : 3861 - 3877
  • [49] Importance of closed-loop supply chain relationships for product remanufacturing
    Ostlin, Johan
    Sundin, Erik
    Bjorkman, Mats
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2008, 115 (02) : 336 - 348
  • [50] Sustainable Closed-Loop Supply Chain Design Problem: A Hybrid Genetic Algorithm Approach
    Yun, YoungSu
    Chuluunsukh, Anudari
    Gen, Mitsuo
    MATHEMATICS, 2020, 8 (01)