Applying genetic algorithm in activities of the cell formation

被引:0
|
作者
Mikac, T.
Perinic, M.
Ljubetic, J.
机构
关键词
group technology; cellular manufacturing system; cell formation problem; genetic algorithms;
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 order to achieve high productivity under the turbulent production environment, production systems have been changed into cellular manufacturing systems. The problem of identifying machine cells and corresponding part families based on group technology principles have been extensively researched in last period. In this paper, the use of genetic algorithm (GA) for solving the cell formation problem is investigated. The objective is to minimize total inter-cell as well as intra-cell movements of parts during the manufacturing process. The efficiency of proposed algorithm has been compared to several examples from the literature, and obtained results shows that the proposed GA is simply and efficient means for solving that kind of problems.
引用
收藏
页码:297 / 298
页数:2
相关论文
共 50 条
  • [1] Manufacturing cell formation using genetic algorithm
    Gao, L
    Zhang, J
    Li, P
    Shao, X
    COMPUTER-AIDED PRODUCTION ENGINEERING, 2001, : 419 - 422
  • [2] Genetic algorithm approach for manufacturing cell formation
    Shanghai Jiaotong Daxue Xuebao, 8 (73-76):
  • [3] A granular genetic algorithm for machine cell formation
    Chi, SC
    Lin, I
    Yan, MC
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL VIII, PROCEEDINGS, 2003, : 142 - 147
  • [4] An adaptive genetic algorithm for manufacturing cell formation
    Mak, KL
    Wong, YS
    Wang, XX
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2000, 16 (07): : 491 - 497
  • [5] A GENETIC ALGORITHM APPROACH FOR MACHINE CELL FORMATION
    Rajagopalan, Ravishankar
    Fonseca, Daniel J.
    JOURNAL OF ADVANCED MANUFACTURING SYSTEMS, 2006, 5 (01) : 27 - 44
  • [6] An Adaptive Genetic Algorithm for Manufacturing Cell Formation
    K. L. Mak
    Y. S. Wong
    X. X. Wang
    The International Journal of Advanced Manufacturing Technology, 2000, 16 : 491 - 497
  • [7] A Comparison of a Standard Genetic Algorithm with a Hybrid Genetic Algorithm Applied to Cell Formation Problem
    Javaid, Waqas
    Tariq, Adnan
    Hussain, Iftikhar
    ADVANCES IN MECHANICAL ENGINEERING, 2014,
  • [8] A genetic algorithm for integrated cell formation and layout decisions
    Wu, XD
    Chu, CH
    Wang, YF
    Yan, WL
    CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2002, : 1866 - 1871
  • [9] A group genetic algorithm for the machine cell formation problem
    Goncalves, EV
    Tiberti, AJ
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2006, 102 (01) : 1 - 21
  • [10] A hybrid grouping genetic algorithm for the cell formation problem
    James, Tabitha L.
    Brown, Evelyn C.
    Keeling, Kellie B.
    COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (07) : 2059 - 2079