Integrated scheduling of production and transportation operations using a novel memetic algorithm

被引：1
|
作者：
Yang, Jing [1 ]
He, Zhengxiang [1 ]
Guo, Zhaoxia [1 ]
Liang, Xuedong [1 ]
机构：
[1] Sichuan Univ, Sch Business, Chengdu 610065, Peoples R China
来源：
PROCEEDINGS OF 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION TECHNOLOGY AND AUTOMATION (ICICTA 2015) | 2015年
关键词：
Integrated scheduling; Supply chain scheduling; Memetic algorithms;
D O I：
10.1109/ICICTA.2015.128
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper addresses an integrated scheduling problem of production and transportation operations in an MTO supply chain with realistic features such as unrelated parallel machines and product batch-based transportation. A harmony search-based memetic optimization model is proposed to solve this problem, in which some heuristic procedures are developed to convert the investigated problem into an order assignment problem. The effectiveness of the proposed model is validated by numerical experiments and comparisons with genetic algorithm-based and traditional memetic optimization models.
引用
收藏
页码：494 / 497
页数：4
相关论文
共 50 条
  • [1] Production scheduling with a memetic algorithm
    Korošec P.
    Papa G.
    Vukašinović V.
    International Journal of Innovative Computing and Applications, 2010, 2 (04) : 244 - 252
  • [2] An improved memetic algorithm for integrated production scheduling and vehicle routing decisions
    Qiu, Feier
    Geng, Na
    Wang, Honggang
    COMPUTERS & OPERATIONS RESEARCH, 2023, 152
  • [3] A memetic algorithm for energy-efficient scheduling of integrated production and shipping
    Chen, Jian
    Ning, Tong
    Xu, Gangyan
    Liu, Yang
    INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2022, 35 (10-11) : 1246 - 1268
  • [4] A Heuristic Algorithm for Integrated Production and Transportation Scheduling with Multiple Transportation Modes
    Chen, Longchao
    Yang, Jing
    Guo, Zhaoxia
    2015 12TH INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT (ICSSSM), 2015,
  • [5] Solving the integrated scheduling of production and rail transportation problem by Keshtel algorithm
    Hajiaghaei-Keshteli, M.
    Aminnayeri, M.
    APPLIED SOFT COMPUTING, 2014, 25 : 184 - 203
  • [6] A harmony search-based memetic optimization model for integrated production and transportation scheduling in MTO manufacturing
    Guo, Zhaoxia
    Shi, Leyuan
    Chen, Longchao
    Liang, Yong
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2017, 66 : 327 - 343
  • [7] Solving the integrated scheduling of production and rail transportation problem by Keshtel algorithm
    Hajiaghaei-Keshteli, M.
    Aminnayeri, M.
    Applied Soft Computing Journal, 2014, 25 (01): : 184 - 203
  • [8] Integrated scheduling of production and rail transportation
    Hajiaghaei-Keshteli, M.
    Aminnayeri, M.
    Ghomi, S. M. T. Fatemi
    COMPUTERS & INDUSTRIAL ENGINEERING, 2014, 74 : 240 - 256
  • [9] A Memetic Algorithm With Reinforcement Learning for Sociotechnical Production Scheduling
    Grumbach, Felix
    Badr, Nour Eldin Alaa
    Reusch, Pascal
    Trojahn, Sebastian
    IEEE ACCESS, 2023, 11 : 68760 - 68775
  • [10] The use of memetic algorithm in operations scheduling of cellular manufacturing systems with makespan
    Tavakkoli-Moghaddam, R.
    Bozorgzad, A. A.
    Gholipour-Kanani, Y.
    2007 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2007, : 1120 - +
12345