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.
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页码:1633 / 1639
页数:7
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