Integrated assembly sequence planning and assembly line balancing with ant colony optimization approach

被引:0
|
作者
机构
[1] Lu, Cong
[2] Yang, Zhuo
来源
Lu, Cong (conglu@uestc.edu.cn) | 1600年 / Springer London卷 / 83期
关键词
This paper proposes an approach for solving integrated assembly sequence planning and assembly line balancing with ant colony algorithm. In integrated assembly sequence planning and assembly line balancing; the assembly task priority diagram is built based on the assembly information; and the assembly sequences are evaluated in each workstation of the assembly line separately; for calculating the total assembly time in the workstation; besides the assembly task time; the time for changing assembly directions; changing assembly tools; and the time for moving the heavy parts in the workstation are also considered. The fitness function is built and the constraints are discussed; an ant colony algorithm is proposed to carry out assembly sequence planning and assembly line balancing simultaneously; based on the searching mechanism and the pheromone updating mechanism; to obtain the optimal solutions under the given cycle time. Finally; case studies are given to verify the proposed approach. © 2015 Springer-Verlag London;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:1 / 4
相关论文
共 50 条
  • [1] Integrated assembly sequence planning and assembly line balancing with ant colony optimization approach
    Cong Lu
    Zhuo Yang
    The International Journal of Advanced Manufacturing Technology, 2016, 83 : 243 - 256
  • [2] Integrated assembly sequence planning and assembly line balancing with ant colony optimization approach
    Lu, Cong
    Yang, Zhuo
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 83 (1-4): : 243 - 256
  • [3] An ant colony algorithm for integrating assembly sequence planning and assembly line balancing
    Yang, Zhuo
    Lu, Cong
    Zhao, Hongwang
    ADVANCED DESIGN AND MANUFACTURING TECHNOLOGY III, PTS 1-4, 2013, 397-400 : 2570 - 2573
  • [4] Integrated Design for Assembly Approach Using Ant Colony Optimization Algorithm for Optimal Assembly Sequence Planning
    Murali, G. Bala
    Deepak, B. B. V. L.
    Biswal, B. B.
    Khamari, Bijaya Kumar
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, 2019, 711 : 249 - 259
  • [5] An ant colony optimization strategy for assembly sequence planning
    Wu, Shijing
    Deng, Mingxing
    Luo, Lilun
    Me, Jing
    Peng, Mao
    PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 303 - 307
  • [6] A modified artificial bee colony algorithm to optimise integrated assembly sequence planning and assembly line balancing
    Ab Rashid, M. F. F.
    Mohamed, N. M. Z. Nik
    Rose, A. N. Mohd
    JOURNAL OF MECHANICAL ENGINEERING AND SCIENCES, 2019, 13 (04) : 5905 - 5921
  • [7] Ant colony optimization for assembly sequence planning based on parameters optimization
    Zunpu HAN
    Yong WANG
    De TIAN
    Frontiers of Mechanical Engineering, 2021, (02) : 393 - 409
  • [8] Ant colony optimization for assembly sequence planning based on parameters optimization
    Zunpu Han
    Yong Wang
    De Tian
    Frontiers of Mechanical Engineering, 2021, 16 : 393 - 409
  • [9] Ant colony optimization for assembly sequence planning based on parameters optimization
    Han, Zunpu
    Wang, Yong
    Tian, De
    FRONTIERS OF MECHANICAL ENGINEERING, 2021, 16 (02) : 393 - 409
  • [10] Ant colony optimization for type II assembly line balancing problem
    Zheng, Qiao-Xian
    Li, Yuan-Xiang
    Li, Ming
    Tang, Qiu-Hua
    Lu, Su-Li
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2012, 18 (05): : 999 - 1005