Optimization of multi-pass turning operations using ant colony system

被引：97
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
来源：
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE | 2003年 / 43卷 / 15期
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
收藏
页码：1633 / 1639
页数：7
相关论文
共 15 条
  • [1] AGAPIOU JS, 1992, J ENG IND-T ASME, V114, P508
  • [2] AGAPIOU JS, 1992, J ENG IND-T ASME, V114, P500
  • [3] A simulated annealing approach for optimization of multi-pass turning operations
    Chen, MC
    Tsai, DM
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (10) : 2803 - 2825
  • [4] Dorigo M., 1997, IEEE Transactions on Evolutionary Computation, V1, P53, DOI 10.1109/4235.585892
  • [5] Ant system: Optimization by a colony of cooperating agents
    Dorigo, M
    Maniezzo, V
    Colorni, A
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01): : 29 - 41
  • [6] OPTIMIZATION OF CONSTRAINED MACHINING ECONOMICS PROBLEM BY GEOMETRIC PROGRAMMING
    ERMER, DS
    [J]. JOURNAL OF ENGINEERING FOR INDUSTRY, 1971, 93 (04): : 1067 - &
  • [7] MACHINE PARAMETER SELECTION FOR TURNING WITH CONSTRAINTS - AN ANALYTICAL APPROACH BASED ON GEOMETRIC-PROGRAMMING
    GOPALAKRISHNAN, B
    ALKHAYYAL, F
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1991, 29 (09) : 1897 - 1908
  • [8] PROBABILISTIC APPROACH TO DETERMINATION OF OPTIMUM CUTTING CONDITIONS
    IWATA, K
    IWATSUBO, T
    MUROTSU, Y
    FUJII, S
    [J]. JOURNAL OF ENGINEERING FOR INDUSTRY, 1972, 94 (04): : 1099 - &
  • [9] Ant colony framework for optimal design and scheduling of batch plants
    Jayaraman, VK
    Kulkarni, BD
    Karale, S
    Shelokar, P
    [J]. COMPUTERS & CHEMICAL ENGINEERING, 2000, 24 (08) : 1901 - 1912
  • [10] LAMBERT BK, 1970, INT J PROD RES, V8, P123
12