Scheduling and planning problem in manufacturing systems with multiobjective genetic algorithm

被引：0
|
作者：
Li, Y [1 ]
Man, KF [1 ]
机构：
[1] City Univ Hong Kong, Dept Elect Engn, Kowloon, Hong Kong
来源：
IECON '98 - PROCEEDINGS OF THE 24TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4 | 1998年
关键词：
multiobjective optimization; multiobjective genetic algorithms; manufacturing resource planning; Just-in-time;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper an extensive earliness/tardiness production scheduling and planning(ETPSP) model with lot-size consideration and capacity balance is proposed. An innovative approach using multiobjective genetic algorithm (MOGA) is designed as its solutions. The presented MOGA approach can even deal with ETPSP problem which consists of highly complicated and nonlinear functions for the measure performance. The effectiveness of this approach is demonstrated by simulation results as well as the comparisons with other techniques.
引用
收藏
页码：274 / 279
页数：6
相关论文
共 50 条
  • [1] Multiobjective Genetic Algorithm for Scheduling Problems in Manufacturing Systems
    Gen, Mitsuo
    Lin, Lin
    [J]. INDUSTRIAL ENGINEERING AND MANAGEMENT SYSTEMS, 2012, 11 (04): : 310 - 330
  • [2] A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems
    Liu, Qihao
    Li, Xinyu
    Gao, Liang
    Wang, Guangchen
    [J]. MEMETIC COMPUTING, 2022, 14 (02) : 193 - 209
  • [3] A multiobjective memetic algorithm for integrated process planning and scheduling problem in distributed heterogeneous manufacturing systems
    Qihao Liu
    Xinyu Li
    Liang Gao
    Guangchen Wang
    [J]. Memetic Computing, 2022, 14 : 193 - 209
  • [4] Process Planning and Scheduling in Distributed Manufacturing System Using Multiobjective Genetic Algorithm
    Zhang, Wenqiang
    Gen, Mitsuo
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2010, 5 (01) : 62 - 72
  • [5] Genetic algorithm to production planning and scheduling problems for manufacturing systems
    Li, Y
    Man, KF
    Tang, KS
    Kwong, S
    Ip, WH
    [J]. PRODUCTION PLANNING & CONTROL, 2000, 11 (05) : 443 - 458
  • [6] A multiobjective genetic algorithm for scheduling a flexible manufacturing system
    S. Saravana Sankar
    S. G. Ponnanbalam
    C. Rajendran
    [J]. The International Journal of Advanced Manufacturing Technology, 2003, 22 : 229 - 236
  • [7] A multiobjective genetic algorithm for scheduling a flexible manufacturing system
    Sankar, SS
    Ponnanbalam, SG
    Rajendran, C
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2003, 22 (3-4): : 229 - 236
  • [8] Preference-based Adaptive Genetic Algorithm for Multiobjective Advanced Planning and Scheduling Problem
    Yang, J.
    Tang, W.
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-4, 2009, : 1935 - +
  • [9] Multiobjective Advanced Planning and Scheduling Using Iterative Genetic Algorithm
    Bhawarkar, N. B.
    Jadhao, C. M.
    Mhaske, S. S.
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2016,
  • [10] Multiobjective scheduling algorithm for flexible manufacturing systems with Petri nets
    Mejia, Gonzalo
    Pereira, Jordi
    [J]. JOURNAL OF MANUFACTURING SYSTEMS, 2020, 54 : 272 - 284
12345