Optimization of Machining Parameters Using Estimation of Distribution Algorithms

被引：0
|
作者：
Xie, Shu-tong [1 ]
Guo, Yin-biao [1 ]
Huang, Hai-bin [1 ]
Lin, Jing [1 ]
机构：
[1] Xiamen Univ, Dept Mech & Elect Engn, Xiamen 361005, Peoples R China
来源：
2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 1 | 2009年
关键词：
Machining parameters; Optimization; Estimation of distribution algorithm; Turning; MULTIPASS TURNING OPERATIONS; ANT COLONY SYSTEM; COMBINED CRITERION;
D O I：
10.1109/ICICISYS.2009.5357778
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In computer numerical control (CNC) machining problems, it is important to reduce the production cost To deal with the nonlinear optimization problem of machining parameters which aims to minimize the unit production cost (UC) in multi-pass turning operations, two estimation of distribution algorithms (EDAs) incorporated with gene repair method are proposed to search the optimal solution for machining parameters Computer simulation results show that the proposed algorithms are efficient in searching the optimal machining parameters, which significantly reduce the unit production cost
引用
收藏
页码：576 / 579
页数：4
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