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
  • [21] Hybridization of simulated annealing with genetic algorithm for cell formation problem
    Zeb, Alam
    Khan, Mushtaq
    Khan, Nawar
    Tariq, Adnan
    Ali, Liaqat
    Azam, Farooque
    Jaffery, Syed Husain Imran
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2016, 86 (5-8): : 2243 - 2254
  • [22] A genetic algorithm with proper parameters for manufacturing cell formation problems
    Sarac, Tugba
    Ozcelik, Feristah
    JOURNAL OF INTELLIGENT MANUFACTURING, 2012, 23 (04) : 1047 - 1061
  • [23] A genetic algorithm for manufacturing cell formation by considering manufacturing flexibility
    Wu, XD
    Wang, YF
    Yue, DM
    He, M
    ICAI '05: PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, VOLS 1 AND 2, 2005, : 358 - 364
  • [24] Optimizing windows layout by applying a Genetic Algorithm
    Trivedi, N
    Lai, W
    Zhang, ZW
    PROCEEDINGS OF THE 2001 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2001, : 431 - 435
  • [25] GENETIC ALGORITHM FOR APPLYING CONSTRAINTS IN CHROMOSOME CLASSIFICATION
    PIPER, J
    PATTERN RECOGNITION LETTERS, 1995, 16 (08) : 857 - 864
  • [26] On applying the genetic algorithm in the aggregation of regression models
    Stelmach, Jacek
    9TH PROFESSOR ALEKSANDER ZELIAS INTERNATIONAL CONFERENCE ON MODELLING AND FORECASTING OF SOCIO-ECONOMIC PHENOMENA, 2015, : 215 - 223
  • [27] Applying a sectioned genetic algorithm to word segmentation
    Detorakis, Zacharias
    Tambouratzis, George
    PATTERN ANALYSIS AND APPLICATIONS, 2010, 13 (01) : 93 - 104
  • [28] Routings of reverse logistics by applying genetic algorithm
    Kim, Hyunsoo
    Kim, Wonsob
    ICIC Express Letters, Part B: Applications, 2014, 5 (01): : 9 - 14
  • [29] Applying a genetic algorithm to the optimization of composite patches
    Mathias, JD
    Balandraud, X
    Grediac, M
    COMPUTERS & STRUCTURES, 2006, 84 (12) : 823 - 834
  • [30] Applying a sectioned genetic algorithm to word segmentation
    Zacharias Detorakis
    George Tambouratzis
    Pattern Analysis and Applications, 2010, 13 : 93 - 104