Optimization of multi-pass turning operations using ant colony system

被引:96
|
作者
Vijayakumar, K
Prabhaharan, G [1 ]
Asokan, P
Saravanan, R
机构
[1] Reg Engn Coll, Dept Prod Engn, Tirichrappalli 620015, Tamil Nadu, India
[2] JJ Engn Coll, Dept Mech Engn, Tirichrappalli, Tamil Nadu, India
关键词
ant colony algorithm; optimization; local search; global search; pheromone trail;
D O I
10.1016/S0890-6955(03)00081-6
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper proposes a new optimization technique based on the ant colony algorithm for solving multi-pass turning optimization problems. The cutting process has roughing and finishing stages. The machining parameters are determined by minimizing the unit production cost, subject to various practical machining constraints. The results indicate that the proposed ant colony framework is effective compared to other techniques carried out by different researchers. (C) 2003 Elsevier Ltd. All rights reserved.
引用
下载
收藏
页码:1633 / 1639
页数:7
相关论文
共 50 条
  • [31] Performance-based optimization of multi-pass face milling operations using Tribes
    Onwubolu, Godfrey C.
    INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2006, 46 (7-8): : 717 - 727
  • [32] Optimization of multi-pass turning operations using genetic algorithms for the selection of cutting conditions and cutting tools with tool-wear effect
    Wang, X
    Jawahir, IS
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2005, 43 (17) : 3543 - 3559
  • [33] Optimization of multi-pass turning operations using genetic algorithms for the selection of cutting conditions and cutting tools with tool-wear effect
    Wang, X
    Jawahir, IS
    JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 3093 - 3100
  • [34] Optimization of Multi-pass Turning of Slender Bar using Artificial Neural Networks and Genetic Algorithm
    Cui Bodi
    Li Yingjian
    ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 1237 - 1240
  • [35] Optimization of multi-pass turning economies through a hybrid particle swarm optimization technique
    Antonio Costa
    Giovanni Celano
    Sergio Fichera
    The International Journal of Advanced Manufacturing Technology, 2011, 53 : 421 - 433
  • [36] Optimization of multi-pass turning economies through a hybrid particle swarm optimization technique
    Costa, Antonio
    Celano, Giovanni
    Fichera, Sergio
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2011, 53 (5-8): : 421 - 433
  • [37] Cutting Parameter Optimization for Multi-Pass Milling Operations by Genetic Algorithms
    An, Libao
    Feng, Lijia
    Lu, Chunguang
    MATERIALS SCIENCE AND ENGINEERING APPLICATIONS, PTS 1-3, 2011, 160-162 : 1738 - 1743
  • [38] Optimization of multi-pass turning parameters through an improved flower pollination algorithm
    Shuhui Xu
    Yong Wang
    Fengyue Huang
    The International Journal of Advanced Manufacturing Technology, 2017, 89 : 503 - 514
  • [39] Optimization of multi-pass turning parameters through an improved flower pollination algorithm
    Xu, Shuhui
    Wang, Yong
    Huang, Fengyue
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2017, 89 (1-4): : 503 - 514
  • [40] Pareto optimization of multi-pass turning of grey cast iron with practical constraints using a deterministic approach
    Milan Trifunović
    Miloš Madić
    Miroslav Radovanović
    The International Journal of Advanced Manufacturing Technology, 2020, 110 : 1893 - 1909